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  1. .gitattributes +5 -0
  2. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json +3 -0
  3. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex +78 -0
  4. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.txt +78 -0
  5. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv +2 -0
  6. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex +2 -0
  7. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex +78 -0
  8. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.txt +78 -0
  9. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv +2 -0
  10. Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex +2 -0
  11. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json +3 -0
  12. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex +78 -0
  13. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.txt +78 -0
  14. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv +2 -0
  15. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex +2 -0
  16. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex +78 -0
  17. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.txt +78 -0
  18. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv +2 -0
  19. Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex +2 -0
  20. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json +3 -0
  21. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex +78 -0
  22. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv +2 -0
  23. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex +2 -0
  24. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_checkpoint.json +3 -0
  25. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex +78 -0
  26. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv +2 -0
  27. google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex +2 -0
  28. meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex +78 -0
  29. meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv +2 -0
  30. meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex +2 -0
  31. meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex +78 -0
  32. meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv +2 -0
  33. meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex +2 -0
  34. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json +3 -0
  35. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex +78 -0
  36. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.txt +78 -0
  37. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv +2 -0
  38. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex +2 -0
  39. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex +78 -0
  40. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.txt +78 -0
  41. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv +2 -0
  42. meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex +2 -0
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Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
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+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
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+ \begin{tabular}{l|l|*{12}{c}}
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+ \hline
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+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 2.47 & 2.77 & 2.55 & 2.00 & 1.87 & 2.23 & 1.81 & 1.07 & 2.46 & 3.17 & 2.54 & 2.40 \\
10
+ & Generality & 5.42 & 6.34 & 4.99 & 2.93 & 4.03 & 3.57 & 4.53 & 6.44 & 6.34 & 5.01 & 4.97 & 4.92 \\
11
+ & Paraphrase & 2.40 & 2.77 & 3.31 & 1.97 & 1.87 & 2.20 & 1.94 & 1.79 & 2.36 & 2.52 & 2.71 & 1.58 \\
12
+ & Portability & 1.62 & 0.97 & 1.27 & 0.88 & 0.86 & 1.29 & 0.68 & 0.96 & 1.46 & 1.27 & 0.94 & 0.78 \\
13
+ & Counterfactual & 24.74 & 29.06 & 22.03 & 20.80 & 27.16 & 26.64 & 23.02 & 25.59 & 22.45 & 23.42 & 25.26 & 23.19 \\
14
+ & Factual & 32.97 & 35.16 & 28.84 & 33.58 & 34.77 & 32.32 & 28.17 & 27.42 & 34.14 & 31.71 & 33.60 & 34.53 \\
15
+ & Locality & 34.62 & 33.07 & 36.37 & 37.37 & 35.91 & 36.48 & 32.50 & 34.86 & 30.11 & 33.71 & 30.70 & 35.46 \\
16
+ \hline
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+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
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+ % Results for year 2023
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+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
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+ \begin{tabular}{l|l|*{12}{c}}
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+ \hline
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+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
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+ & Reliability & 2.49 & 3.22 & 2.84 & 2.99 & 2.59 & 2.70 & 1.24 & 1.51 & 2.61 & 1.48 & 2.55 & 1.19 \\
30
+ & Generality & 4.90 & 3.67 & 4.74 & 4.70 & 4.98 & 4.78 & 5.91 & 3.95 & 5.25 & 4.44 & 2.24 & 5.04 \\
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+ & Paraphrase & 1.90 & 1.92 & 3.18 & 2.23 & 3.12 & 2.37 & 2.73 & 2.10 & 2.06 & 1.37 & 2.27 & 2.57 \\
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+ & Portability & 1.24 & 1.87 & 1.82 & 2.05 & 1.39 & 1.51 & 0.88 & 1.18 & 1.22 & 1.26 & 1.19 & 1.40 \\
33
+ & Counterfactual & 26.51 & 24.25 & 25.52 & 27.87 & 27.53 & 21.97 & 25.01 & 26.76 & 25.87 & 26.19 & 28.37 & 23.53 \\
34
+ & Factual & 27.56 & 39.17 & 27.73 & 31.39 & 34.07 & 31.26 & 32.76 & 36.39 & 27.17 & 34.65 & 34.32 & 30.92 \\
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+ & Locality & 34.33 & 36.87 & 33.83 & 38.27 & 34.34 & 34.20 & 33.82 & 36.16 & 35.71 & 39.86 & 34.13 & 29.90 \\
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+ \hline
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+ \end{tabular}
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+ \caption{Monthly evaluation results for (2023)}
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+ \end{table}
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+
41
+ % Results for year 2024
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+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
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+ \centering
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+ \begin{tabular}{l|l|*{12}{c}}
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+ \hline
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+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
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+ & Reliability & 1.90 & 1.72 & 1.86 & 1.25 & 2.52 & 1.08 & 1.02 & 2.18 & 1.46 & 1.00 & 1.23 & 1.04 \\
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+ & Generality & 4.11 & 4.24 & 2.60 & 4.18 & 5.81 & 4.43 & 4.87 & 7.60 & 3.85 & 2.83 & 3.68 & 3.11 \\
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+ & Paraphrase & 2.27 & 2.20 & 2.07 & 1.21 & 1.72 & 3.11 & 1.42 & 1.73 & 1.71 & 2.19 & 2.16 & 1.88 \\
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+ & Portability & 2.00 & 0.80 & 0.53 & 1.16 & 2.05 & 1.06 & 1.41 & 1.51 & 0.51 & 0.94 & 0.82 & 0.78 \\
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+ & Counterfactual & 25.12 & 23.72 & 24.61 & 27.42 & 23.91 & 25.80 & 21.68 & 21.28 & 25.51 & 25.90 & 19.25 & 28.52 \\
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+ & Factual & 32.15 & 30.23 & 29.72 & 32.53 & 38.16 & 34.39 & 34.30 & 29.21 & 27.99 & 29.87 & 29.16 & 31.39 \\
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+ & Locality & 31.97 & 32.50 & 38.22 & 35.03 & 36.16 & 33.20 & 34.02 & 33.19 & 37.44 & 32.86 & 34.29 & 37.32 \\
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+ \hline
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+ \end{tabular}
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+ \caption{Monthly evaluation results for (2024)}
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+ \end{table}
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+
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+ % Results for year 2025
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+ \subsection*{Results for 2025}
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+ \begin{table}[ht]
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+ \centering
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+ \begin{tabular}{l|l|*{12}{c}}
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+ \hline
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+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
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+ \midrule
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+ & Reliability & 1.69 & 1.88 & 1.74 & 1.71 & & & & & & & & \\
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+ & Paraphrase & 1.58 & 2.35 & 1.85 & 2.33 & & & & & & & & \\
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+ & Portability & 1.81 & 0.88 & 0.95 & 2.13 & & & & & & & & \\
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+ & Counterfactual & 20.10 & 24.14 & 21.80 & 28.86 & & & & & & & & \\
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+ & Factual & 33.41 & 29.91 & 30.71 & 32.70 & & & & & & & & \\
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+ & Locality & 27.14 & 23.89 & 26.31 & 27.00 & & & & & & & & \\
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+ \hline
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+ \end{tabular}
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+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.txt ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
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+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 2.47 & 2.77 & 2.55 & 2.00 & 1.87 & 2.23 & 1.81 & 1.07 & 2.46 & 3.17 & 2.54 & 2.40 \\
10
+ & Generality & 5.42 & 6.34 & 4.99 & 2.93 & 4.03 & 3.57 & 4.53 & 6.44 & 6.34 & 5.01 & 4.97 & 4.92 \\
11
+ & Paraphrase & 2.40 & 2.77 & 3.31 & 1.97 & 1.87 & 2.20 & 1.94 & 1.79 & 2.36 & 2.52 & 2.71 & 1.58 \\
12
+ & Portability & 1.62 & 0.97 & 1.27 & 0.88 & 0.86 & 1.29 & 0.68 & 0.96 & 1.46 & 1.27 & 0.94 & 0.78 \\
13
+ & Counterfactual & 24.74 & 29.06 & 22.03 & 20.80 & 27.16 & 26.64 & 23.02 & 25.59 & 22.45 & 23.42 & 25.26 & 23.19 \\
14
+ & Factual & 32.97 & 35.16 & 28.84 & 33.58 & 34.77 & 32.32 & 28.17 & 27.42 & 34.14 & 31.71 & 33.60 & 34.53 \\
15
+ & Locality & 34.62 & 33.07 & 36.37 & 37.37 & 35.91 & 36.48 & 32.50 & 34.86 & 30.11 & 33.71 & 30.70 & 35.46 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 2.49 & 3.22 & 2.84 & 2.99 & 2.59 & 2.70 & 1.24 & 1.51 & 2.61 & 1.48 & 2.55 & 1.19 \\
30
+ & Generality & 4.90 & 3.67 & 4.74 & 4.70 & 4.98 & 4.78 & 5.91 & 3.95 & 5.25 & 4.44 & 2.24 & 5.04 \\
31
+ & Paraphrase & 1.90 & 1.92 & 3.18 & 2.23 & 3.12 & 2.37 & 2.73 & 2.10 & 2.06 & 1.37 & 2.27 & 2.57 \\
32
+ & Portability & 1.24 & 1.87 & 1.82 & 2.05 & 1.39 & 1.51 & 0.88 & 1.18 & 1.22 & 1.26 & 1.19 & 1.40 \\
33
+ & Counterfactual & 26.51 & 24.25 & 25.52 & 27.87 & 27.53 & 21.97 & 25.01 & 26.76 & 25.87 & 26.19 & 28.37 & 23.53 \\
34
+ & Factual & 27.56 & 39.17 & 27.73 & 31.39 & 34.07 & 31.26 & 32.76 & 36.39 & 27.17 & 34.65 & 34.32 & 30.92 \\
35
+ & Locality & 34.33 & 36.87 & 33.83 & 38.27 & 34.34 & 34.20 & 33.82 & 36.16 & 35.71 & 39.86 & 34.13 & 29.90 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 1.90 & 1.72 & 1.86 & 1.25 & 2.52 & 1.08 & 1.02 & 2.18 & 1.46 & 1.00 & 1.23 & 1.04 \\
50
+ & Generality & 4.11 & 4.24 & 2.60 & 4.18 & 5.81 & 4.43 & 4.87 & 7.60 & 3.85 & 2.83 & 3.68 & 3.11 \\
51
+ & Paraphrase & 2.27 & 2.20 & 2.07 & 1.21 & 1.72 & 3.11 & 1.42 & 1.73 & 1.71 & 2.19 & 2.16 & 1.88 \\
52
+ & Portability & 2.00 & 0.80 & 0.53 & 1.16 & 2.05 & 1.06 & 1.41 & 1.51 & 0.51 & 0.94 & 0.82 & 0.78 \\
53
+ & Counterfactual & 25.12 & 23.72 & 24.61 & 27.42 & 23.91 & 25.80 & 21.68 & 21.28 & 25.51 & 25.90 & 19.25 & 28.52 \\
54
+ & Factual & 32.15 & 30.23 & 29.72 & 32.53 & 38.16 & 34.39 & 34.30 & 29.21 & 27.99 & 29.87 & 29.16 & 31.39 \\
55
+ & Locality & 31.97 & 32.50 & 38.22 & 35.03 & 36.16 & 33.20 & 34.02 & 33.19 & 37.44 & 32.86 & 34.29 & 37.32 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 1.69 & 1.88 & 1.74 & 1.71 & & & & & & & & \\
70
+ & Paraphrase & 1.58 & 2.35 & 1.85 & 2.33 & & & & & & & & \\
71
+ & Portability & 1.81 & 0.88 & 0.95 & 2.13 & & & & & & & & \\
72
+ & Counterfactual & 20.10 & 24.14 & 21.80 & 28.86 & & & & & & & & \\
73
+ & Factual & 33.41 & 29.91 & 30.71 & 32.70 & & & & & & & & \\
74
+ & Locality & 27.14 & 23.89 & 26.31 & 27.00 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 2.0343185054248654,4.644935836725067,2.1823066635702997,1.234649526113978,24.6434754110801,31.864008562974252,33.86216683987936
Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 2.03 & 4.64 & 2.18 & 1.23 & 24.64 & 31.86 & 33.86 \\
Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 0.40 & 0.00 & 0.60 & 0.30 & 0.00 & 0.28 & 0.28 & 0.00 & 0.28 & 0.49 & 0.31 & 0.43 \\
10
+ & Generality & 3.63 & 3.95 & 3.57 & 1.52 & 1.97 & 1.42 & 3.33 & 4.49 & 4.26 & 2.70 & 3.06 & 3.46 \\
11
+ & Paraphrase & 0.20 & 0.00 & 0.60 & 0.00 & 0.33 & 0.00 & 0.56 & 0.00 & 0.28 & 0.49 & 0.00 & 0.43 \\
12
+ & Portability & 0.28 & 0.00 & 0.00 & 0.00 & 0.00 & 0.38 & 0.75 & 0.00 & 0.00 & 0.00 & 0.43 & 0.60 \\
13
+ & Counterfactual & 14.92 & 14.47 & 13.99 & 15.15 & 19.08 & 17.38 & 10.56 & 14.74 & 15.62 & 13.97 & 14.37 & 12.55 \\
14
+ & Factual & 23.99 & 18.42 & 23.51 & 16.67 & 22.37 & 23.93 & 24.17 & 23.08 & 21.02 & 23.28 & 23.24 & 19.91 \\
15
+ & Locality & 33.52 & 31.82 & 26.16 & 33.89 & 30.00 & 30.42 & 26.42 & 30.94 & 28.46 & 30.30 & 27.66 & 35.12 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.00 & 0.45 & 0.00 & 0.00 & 0.31 & 0.00 & 0.32 & 0.68 & 0.30 & 0.40 & 0.00 & 0.00 \\
30
+ & Generality & 2.17 & 1.79 & 2.60 & 3.93 & 3.12 & 2.93 & 3.86 & 1.36 & 3.88 & 2.42 & 1.67 & 3.74 \\
31
+ & Paraphrase & 0.00 & 0.00 & 0.26 & 0.00 & 0.31 & 0.42 & 0.64 & 0.00 & 0.30 & 0.00 & 0.00 & 0.00 \\
32
+ & Portability & 0.34 & 0.00 & 0.68 & 0.00 & 0.41 & 0.00 & 0.41 & 0.47 & 0.44 & 0.00 & 0.00 & 0.74 \\
33
+ & Counterfactual & 13.49 & 18.75 & 15.89 & 16.43 & 15.62 & 16.32 & 14.15 & 15.31 & 14.93 & 12.90 & 20.92 & 14.49 \\
34
+ & Factual & 23.37 & 21.43 & 22.92 & 21.43 & 19.69 & 23.01 & 25.40 & 20.07 & 20.90 & 19.76 & 23.01 & 24.30 \\
35
+ & Locality & 32.66 & 33.15 & 31.85 & 31.46 & 31.95 & 33.33 & 33.74 & 32.70 & 36.44 & 35.22 & 28.77 & 27.94 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 0.00 & 0.34 & 0.64 & 0.26 & 0.36 & 0.00 & 0.00 & 0.00 & 0.00 & 0.36 & 0.37 & 0.00 \\
50
+ & Generality & 1.99 & 1.36 & 1.27 & 2.33 & 2.54 & 2.65 & 2.53 & 5.78 & 2.25 & 2.17 & 2.99 & 1.95 \\
51
+ & Paraphrase & 0.00 & 0.34 & 0.32 & 0.26 & 0.00 & 1.14 & 0.00 & 0.00 & 0.00 & 0.36 & 0.37 & 0.49 \\
52
+ & Portability & 0.51 & 0.00 & 0.93 & 0.36 & 0.53 & 0.00 & 0.52 & 0.00 & 0.00 & 1.15 & 0.61 & 0.79 \\
53
+ & Counterfactual & 15.95 & 13.56 & 14.65 & 17.10 & 11.96 & 15.53 & 15.88 & 14.80 & 12.73 & 17.03 & 13.43 & 15.12 \\
54
+ & Factual & 21.26 & 19.66 & 24.84 & 24.87 & 22.10 & 17.05 & 20.58 & 18.77 & 23.22 & 23.55 & 17.16 & 23.90 \\
55
+ & Locality & 28.79 & 26.79 & 33.33 & 33.70 & 28.42 & 32.29 & 30.21 & 31.11 & 29.58 & 28.16 & 28.83 & 29.92 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.24 & 0.67 & 0.00 & 0.00 & & & & & & & & \\
70
+ & Paraphrase & 0.24 & 0.33 & 0.00 & 0.00 & & & & & & & & \\
71
+ & Portability & 0.43 & 0.00 & 0.43 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 13.88 & 13.67 & 15.09 & 13.48 & & & & & & & & \\
73
+ & Factual & 32.06 & 26.00 & 26.76 & 30.50 & & & & & & & & \\
74
+ & Locality & 29.57 & 26.80 & 29.79 & 31.11 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.txt ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 0.40 & 0.00 & 0.60 & 0.30 & 0.00 & 0.28 & 0.28 & 0.00 & 0.28 & 0.49 & 0.31 & 0.43 \\
10
+ & Generality & 3.63 & 3.95 & 3.57 & 1.52 & 1.97 & 1.42 & 3.33 & 4.49 & 4.26 & 2.70 & 3.06 & 3.46 \\
11
+ & Paraphrase & 0.20 & 0.00 & 0.60 & 0.00 & 0.33 & 0.00 & 0.56 & 0.00 & 0.28 & 0.49 & 0.00 & 0.43 \\
12
+ & Portability & 0.28 & 0.00 & 0.00 & 0.00 & 0.00 & 0.38 & 0.75 & 0.00 & 0.00 & 0.00 & 0.43 & 0.60 \\
13
+ & Counterfactual & 14.92 & 14.47 & 13.99 & 15.15 & 19.08 & 17.38 & 10.56 & 14.74 & 15.62 & 13.97 & 14.37 & 12.55 \\
14
+ & Factual & 23.99 & 18.42 & 23.51 & 16.67 & 22.37 & 23.93 & 24.17 & 23.08 & 21.02 & 23.28 & 23.24 & 19.91 \\
15
+ & Locality & 33.52 & 31.82 & 26.16 & 33.89 & 30.00 & 30.42 & 26.42 & 30.94 & 28.46 & 30.30 & 27.66 & 35.12 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.00 & 0.45 & 0.00 & 0.00 & 0.31 & 0.00 & 0.32 & 0.68 & 0.30 & 0.40 & 0.00 & 0.00 \\
30
+ & Generality & 2.17 & 1.79 & 2.60 & 3.93 & 3.12 & 2.93 & 3.86 & 1.36 & 3.88 & 2.42 & 1.67 & 3.74 \\
31
+ & Paraphrase & 0.00 & 0.00 & 0.26 & 0.00 & 0.31 & 0.42 & 0.64 & 0.00 & 0.30 & 0.00 & 0.00 & 0.00 \\
32
+ & Portability & 0.34 & 0.00 & 0.68 & 0.00 & 0.41 & 0.00 & 0.41 & 0.47 & 0.44 & 0.00 & 0.00 & 0.74 \\
33
+ & Counterfactual & 13.49 & 18.75 & 15.89 & 16.43 & 15.62 & 16.32 & 14.15 & 15.31 & 14.93 & 12.90 & 20.92 & 14.49 \\
34
+ & Factual & 23.37 & 21.43 & 22.92 & 21.43 & 19.69 & 23.01 & 25.40 & 20.07 & 20.90 & 19.76 & 23.01 & 24.30 \\
35
+ & Locality & 32.66 & 33.15 & 31.85 & 31.46 & 31.95 & 33.33 & 33.74 & 32.70 & 36.44 & 35.22 & 28.77 & 27.94 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 0.00 & 0.34 & 0.64 & 0.26 & 0.36 & 0.00 & 0.00 & 0.00 & 0.00 & 0.36 & 0.37 & 0.00 \\
50
+ & Generality & 1.99 & 1.36 & 1.27 & 2.33 & 2.54 & 2.65 & 2.53 & 5.78 & 2.25 & 2.17 & 2.99 & 1.95 \\
51
+ & Paraphrase & 0.00 & 0.34 & 0.32 & 0.26 & 0.00 & 1.14 & 0.00 & 0.00 & 0.00 & 0.36 & 0.37 & 0.49 \\
52
+ & Portability & 0.51 & 0.00 & 0.93 & 0.36 & 0.53 & 0.00 & 0.52 & 0.00 & 0.00 & 1.15 & 0.61 & 0.79 \\
53
+ & Counterfactual & 15.95 & 13.56 & 14.65 & 17.10 & 11.96 & 15.53 & 15.88 & 14.80 & 12.73 & 17.03 & 13.43 & 15.12 \\
54
+ & Factual & 21.26 & 19.66 & 24.84 & 24.87 & 22.10 & 17.05 & 20.58 & 18.77 & 23.22 & 23.55 & 17.16 & 23.90 \\
55
+ & Locality & 28.79 & 26.79 & 33.33 & 33.70 & 28.42 & 32.29 & 30.21 & 31.11 & 29.58 & 28.16 & 28.83 & 29.92 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.24 & 0.67 & 0.00 & 0.00 & & & & & & & & \\
70
+ & Paraphrase & 0.24 & 0.33 & 0.00 & 0.00 & & & & & & & & \\
71
+ & Portability & 0.43 & 0.00 & 0.43 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 13.88 & 13.67 & 15.09 & 13.48 & & & & & & & & \\
73
+ & Factual & 32.06 & 26.00 & 26.76 & 30.50 & & & & & & & & \\
74
+ & Locality & 29.57 & 26.80 & 29.79 & 31.11 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 0.23596419853539463,2.813067150635209,0.21969080553295361,0.3058823529411765,14.963384865744509,22.652563059397885,30.89411764705882
Qwen-Qwen2.5-1.5B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 0.24 & 2.81 & 0.22 & 0.31 & 14.96 & 22.65 & 30.89 \\
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a30624a4e98bb3e717011eb6e181f0c026f164c96d487684f008c9319cd18e87
3
+ size 94375366
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 3.55 & 5.12 & 2.53 & 3.31 & 2.26 & 2.15 & 2.89 & 3.01 & 3.37 & 4.25 & 3.51 & 4.72 \\
10
+ & Generality & 6.39 & 6.13 & 7.07 & 4.04 & 4.86 & 5.45 & 6.22 & 7.15 & 7.49 & 6.24 & 6.51 & 4.34 \\
11
+ & Paraphrase & 4.00 & 2.84 & 2.16 & 2.59 & 2.19 & 2.75 & 3.08 & 1.89 & 3.63 & 3.41 & 3.92 & 3.19 \\
12
+ & Portability & 1.20 & 1.81 & 1.21 & 1.10 & 1.45 & 1.13 & 1.29 & 0.71 & 1.53 & 1.31 & 1.48 & 1.55 \\
13
+ & Counterfactual & 15.59 & 16.34 & 18.06 & 17.94 & 17.82 & 16.25 & 18.26 & 20.50 & 18.78 & 16.51 & 17.43 & 13.42 \\
14
+ & Factual & 21.52 & 21.56 & 25.28 & 23.65 & 20.42 & 21.70 & 21.63 & 26.14 & 22.21 & 19.87 & 22.13 & 19.10 \\
15
+ & Locality & 39.03 & 38.47 & 39.13 & 40.92 & 44.06 & 41.79 & 40.70 & 40.18 & 41.38 & 40.45 & 36.54 & 39.80 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 3.11 & 3.09 & 4.18 & 4.46 & 4.23 & 2.07 & 2.39 & 1.89 & 2.37 & 3.10 & 3.58 & 3.59 \\
30
+ & Generality & 8.33 & 5.88 & 7.14 & 7.01 & 6.60 & 4.10 & 7.41 & 6.88 & 4.63 & 4.37 & 3.51 & 8.07 \\
31
+ & Paraphrase & 3.60 & 3.29 & 3.76 & 3.90 & 2.56 & 2.88 & 3.06 & 2.83 & 2.74 & 3.64 & 2.74 & 3.87 \\
32
+ & Portability & 1.12 & 1.65 & 1.28 & 1.63 & 1.66 & 1.40 & 0.77 & 0.96 & 1.20 & 2.27 & 0.85 & 1.74 \\
33
+ & Counterfactual & 15.54 & 17.44 & 16.93 & 18.12 & 19.45 & 14.55 & 20.85 & 17.38 & 17.06 & 16.01 & 20.18 & 12.49 \\
34
+ & Factual & 21.23 & 24.37 & 21.56 & 22.69 & 26.35 & 24.92 & 24.53 & 25.16 & 24.53 & 19.09 & 24.55 & 23.54 \\
35
+ & Locality & 41.06 & 37.57 & 37.59 & 39.33 & 39.80 & 40.86 & 38.74 & 40.61 & 40.53 & 43.67 & 45.04 & 38.17 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 2.59 & 2.76 & 2.22 & 2.93 & 2.96 & 2.27 & 2.95 & 2.39 & 2.10 & 2.26 & 2.67 & 3.60 \\
50
+ & Generality & 5.01 & 9.33 & 4.68 & 7.50 & 7.49 & 7.50 & 5.64 & 8.73 & 4.74 & 4.86 & 4.18 & 5.76 \\
51
+ & Paraphrase & 2.46 & 2.26 & 1.51 & 1.35 & 4.03 & 2.59 & 2.04 & 3.16 & 2.50 & 2.19 & 2.96 & 3.14 \\
52
+ & Portability & 2.32 & 1.07 & 0.84 & 0.91 & 1.00 & 1.78 & 1.62 & 1.88 & 1.10 & 1.22 & 1.20 & 0.70 \\
53
+ & Counterfactual & 15.79 & 18.51 & 18.46 & 21.08 & 19.36 & 18.81 & 16.75 & 15.14 & 16.14 & 16.68 & 12.28 & 16.18 \\
54
+ & Factual & 18.94 & 22.77 & 20.56 & 21.82 & 23.04 & 19.88 & 25.74 & 19.80 & 23.16 & 23.75 & 15.70 & 19.01 \\
55
+ & Locality & 42.46 & 43.79 & 41.00 & 43.67 & 38.92 & 38.90 & 41.85 & 40.72 & 38.68 & 41.26 & 40.34 & 40.63 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 2.49 & 2.55 & 2.62 & 3.73 & & & & & & & & \\
70
+ & Paraphrase & 2.69 & 4.39 & 2.35 & 3.19 & & & & & & & & \\
71
+ & Portability & 1.08 & 1.29 & 0.98 & 0.98 & & & & & & & & \\
72
+ & Counterfactual & 14.97 & 12.79 & 13.54 & 20.26 & & & & & & & & \\
73
+ & Factual & 26.02 & 20.91 & 23.08 & 31.79 & & & & & & & & \\
74
+ & Locality & 36.11 & 35.93 & 36.89 & 38.32 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.txt ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 3.55 & 5.12 & 2.53 & 3.31 & 2.26 & 2.15 & 2.89 & 3.01 & 3.37 & 4.25 & 3.51 & 4.72 \\
10
+ & Generality & 6.39 & 6.13 & 7.07 & 4.04 & 4.86 & 5.45 & 6.22 & 7.15 & 7.49 & 6.24 & 6.51 & 4.34 \\
11
+ & Paraphrase & 4.00 & 2.84 & 2.16 & 2.59 & 2.19 & 2.75 & 3.08 & 1.89 & 3.63 & 3.41 & 3.92 & 3.19 \\
12
+ & Portability & 1.20 & 1.81 & 1.21 & 1.10 & 1.45 & 1.13 & 1.29 & 0.71 & 1.53 & 1.31 & 1.48 & 1.55 \\
13
+ & Counterfactual & 15.59 & 16.34 & 18.06 & 17.94 & 17.82 & 16.25 & 18.26 & 20.50 & 18.78 & 16.51 & 17.43 & 13.42 \\
14
+ & Factual & 21.52 & 21.56 & 25.28 & 23.65 & 20.42 & 21.70 & 21.63 & 26.14 & 22.21 & 19.87 & 22.13 & 19.10 \\
15
+ & Locality & 39.03 & 38.47 & 39.13 & 40.92 & 44.06 & 41.79 & 40.70 & 40.18 & 41.38 & 40.45 & 36.54 & 39.80 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 3.11 & 3.09 & 4.18 & 4.46 & 4.23 & 2.07 & 2.39 & 1.89 & 2.37 & 3.10 & 3.58 & 3.59 \\
30
+ & Generality & 8.33 & 5.88 & 7.14 & 7.01 & 6.60 & 4.10 & 7.41 & 6.88 & 4.63 & 4.37 & 3.51 & 8.07 \\
31
+ & Paraphrase & 3.60 & 3.29 & 3.76 & 3.90 & 2.56 & 2.88 & 3.06 & 2.83 & 2.74 & 3.64 & 2.74 & 3.87 \\
32
+ & Portability & 1.12 & 1.65 & 1.28 & 1.63 & 1.66 & 1.40 & 0.77 & 0.96 & 1.20 & 2.27 & 0.85 & 1.74 \\
33
+ & Counterfactual & 15.54 & 17.44 & 16.93 & 18.12 & 19.45 & 14.55 & 20.85 & 17.38 & 17.06 & 16.01 & 20.18 & 12.49 \\
34
+ & Factual & 21.23 & 24.37 & 21.56 & 22.69 & 26.35 & 24.92 & 24.53 & 25.16 & 24.53 & 19.09 & 24.55 & 23.54 \\
35
+ & Locality & 41.06 & 37.57 & 37.59 & 39.33 & 39.80 & 40.86 & 38.74 & 40.61 & 40.53 & 43.67 & 45.04 & 38.17 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 2.59 & 2.76 & 2.22 & 2.93 & 2.96 & 2.27 & 2.95 & 2.39 & 2.10 & 2.26 & 2.67 & 3.60 \\
50
+ & Generality & 5.01 & 9.33 & 4.68 & 7.50 & 7.49 & 7.50 & 5.64 & 8.73 & 4.74 & 4.86 & 4.18 & 5.76 \\
51
+ & Paraphrase & 2.46 & 2.26 & 1.51 & 1.35 & 4.03 & 2.59 & 2.04 & 3.16 & 2.50 & 2.19 & 2.96 & 3.14 \\
52
+ & Portability & 2.32 & 1.07 & 0.84 & 0.91 & 1.00 & 1.78 & 1.62 & 1.88 & 1.10 & 1.22 & 1.20 & 0.70 \\
53
+ & Counterfactual & 15.79 & 18.51 & 18.46 & 21.08 & 19.36 & 18.81 & 16.75 & 15.14 & 16.14 & 16.68 & 12.28 & 16.18 \\
54
+ & Factual & 18.94 & 22.77 & 20.56 & 21.82 & 23.04 & 19.88 & 25.74 & 19.80 & 23.16 & 23.75 & 15.70 & 19.01 \\
55
+ & Locality & 42.46 & 43.79 & 41.00 & 43.67 & 38.92 & 38.90 & 41.85 & 40.72 & 38.68 & 41.26 & 40.34 & 40.63 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 2.49 & 2.55 & 2.62 & 3.73 & & & & & & & & \\
70
+ & Paraphrase & 2.69 & 4.39 & 2.35 & 3.19 & & & & & & & & \\
71
+ & Portability & 1.08 & 1.29 & 0.98 & 0.98 & & & & & & & & \\
72
+ & Counterfactual & 14.97 & 12.79 & 13.54 & 20.26 & & & & & & & & \\
73
+ & Factual & 26.02 & 20.91 & 23.08 & 31.79 & & & & & & & & \\
74
+ & Locality & 36.11 & 35.93 & 36.89 & 38.32 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 3.04032259338252,6.222801369712495,2.930142611128954,1.2955231681095567,16.978354186297356,22.50021395168215,40.10354572912106
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 3.04 & 6.22 & 2.93 & 1.30 & 16.98 & 22.50 & 40.10 \\
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 1.21 & 1.32 & 0.00 & 2.12 & 0.00 & 0.28 & 1.11 & 0.32 & 1.14 & 1.72 & 0.92 & 2.16 \\
10
+ & Generality & 5.44 & 3.95 & 5.36 & 4.24 & 2.63 & 5.13 & 4.44 & 4.81 & 5.40 & 5.15 & 4.89 & 3.03 \\
11
+ & Paraphrase & 1.61 & 0.33 & 0.60 & 3.03 & 0.33 & 0.28 & 0.83 & 0.32 & 0.85 & 0.74 & 1.22 & 0.43 \\
12
+ & Portability & 0.57 & 1.36 & 0.84 & 0.00 & 0.00 & 0.38 & 0.75 & 1.35 & 2.03 & 0.67 & 0.85 & 0.60 \\
13
+ & Counterfactual & 14.31 & 10.20 & 15.18 & 17.88 & 14.14 & 14.81 & 10.83 & 11.54 & 19.03 & 17.16 & 13.76 & 16.45 \\
14
+ & Factual & 27.62 & 28.95 & 31.25 & 25.45 & 27.30 & 27.07 & 29.17 & 30.13 & 25.57 & 25.74 & 24.77 & 26.84 \\
15
+ & Locality & 45.17 & 42.27 & 47.26 & 45.61 & 43.18 & 45.25 & 41.51 & 45.74 & 44.72 & 41.75 & 43.83 & 45.83 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.96 & 0.89 & 1.82 & 1.07 & 0.94 & 0.84 & 0.96 & 0.34 & 0.90 & 1.61 & 0.84 & 1.40 \\
30
+ & Generality & 7.23 & 4.91 & 5.99 & 5.71 & 4.06 & 3.35 & 4.50 & 4.42 & 3.58 & 3.63 & 2.09 & 6.54 \\
31
+ & Paraphrase & 0.48 & 0.89 & 1.82 & 0.71 & 0.62 & 1.26 & 1.61 & 1.02 & 0.00 & 2.02 & 0.00 & 1.40 \\
32
+ & Portability & 0.34 & 2.25 & 0.34 & 0.94 & 2.07 & 0.55 & 0.41 & 0.00 & 1.33 & 1.26 & 1.37 & 0.74 \\
33
+ & Counterfactual & 14.46 & 17.41 & 15.10 & 16.79 & 15.62 & 14.23 & 16.08 & 11.90 & 16.12 & 14.11 & 15.90 & 15.42 \\
34
+ & Factual & 23.37 & 24.55 & 25.78 & 27.14 & 28.44 & 27.20 & 27.65 & 27.89 & 25.97 & 25.00 & 27.20 & 27.10 \\
35
+ & Locality & 45.45 & 42.13 & 46.58 & 43.19 & 41.91 & 40.98 & 40.24 & 43.13 & 45.33 & 45.91 & 47.26 & 44.85 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 0.66 & 1.02 & 0.64 & 0.78 & 0.36 & 0.76 & 0.72 & 0.00 & 0.00 & 0.72 & 0.37 & 1.46 \\
50
+ & Generality & 2.99 & 5.42 & 3.82 & 5.18 & 6.52 & 5.30 & 3.61 & 7.58 & 3.75 & 3.62 & 2.99 & 3.41 \\
51
+ & Paraphrase & 0.33 & 1.02 & 0.00 & 0.26 & 0.72 & 1.14 & 0.72 & 0.00 & 0.00 & 0.36 & 1.12 & 0.98 \\
52
+ & Portability & 1.01 & 0.00 & 1.39 & 0.72 & 0.53 & 2.60 & 1.56 & 0.56 & 0.00 & 1.72 & 0.61 & 1.57 \\
53
+ & Counterfactual & 13.95 & 12.20 & 14.01 & 19.95 & 17.39 & 13.26 & 14.08 & 13.36 & 15.36 & 15.22 & 15.30 & 14.63 \\
54
+ & Factual & 26.25 & 24.41 & 30.89 & 24.61 & 27.17 & 26.14 & 28.88 & 26.35 & 29.21 & 21.74 & 22.01 & 23.41 \\
55
+ & Locality & 45.45 & 47.85 & 45.37 & 44.93 & 43.68 & 41.67 & 43.75 & 46.67 & 41.55 & 47.70 & 46.01 & 47.24 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.24 & 0.67 & 0.24 & 1.42 & & & & & & & & \\
70
+ & Paraphrase & 0.24 & 1.00 & 0.24 & 0.71 & & & & & & & & \\
71
+ & Portability & 0.00 & 0.52 & 0.43 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 13.88 & 19.67 & 14.60 & 12.06 & & & & & & & & \\
73
+ & Factual & 26.08 & 27.00 & 28.47 & 33.33 & & & & & & & & \\
74
+ & Locality & 43.04 & 41.24 & 43.40 & 45.56 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.txt ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 1.21 & 1.32 & 0.00 & 2.12 & 0.00 & 0.28 & 1.11 & 0.32 & 1.14 & 1.72 & 0.92 & 2.16 \\
10
+ & Generality & 5.44 & 3.95 & 5.36 & 4.24 & 2.63 & 5.13 & 4.44 & 4.81 & 5.40 & 5.15 & 4.89 & 3.03 \\
11
+ & Paraphrase & 1.61 & 0.33 & 0.60 & 3.03 & 0.33 & 0.28 & 0.83 & 0.32 & 0.85 & 0.74 & 1.22 & 0.43 \\
12
+ & Portability & 0.57 & 1.36 & 0.84 & 0.00 & 0.00 & 0.38 & 0.75 & 1.35 & 2.03 & 0.67 & 0.85 & 0.60 \\
13
+ & Counterfactual & 14.31 & 10.20 & 15.18 & 17.88 & 14.14 & 14.81 & 10.83 & 11.54 & 19.03 & 17.16 & 13.76 & 16.45 \\
14
+ & Factual & 27.62 & 28.95 & 31.25 & 25.45 & 27.30 & 27.07 & 29.17 & 30.13 & 25.57 & 25.74 & 24.77 & 26.84 \\
15
+ & Locality & 45.17 & 42.27 & 47.26 & 45.61 & 43.18 & 45.25 & 41.51 & 45.74 & 44.72 & 41.75 & 43.83 & 45.83 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.96 & 0.89 & 1.82 & 1.07 & 0.94 & 0.84 & 0.96 & 0.34 & 0.90 & 1.61 & 0.84 & 1.40 \\
30
+ & Generality & 7.23 & 4.91 & 5.99 & 5.71 & 4.06 & 3.35 & 4.50 & 4.42 & 3.58 & 3.63 & 2.09 & 6.54 \\
31
+ & Paraphrase & 0.48 & 0.89 & 1.82 & 0.71 & 0.62 & 1.26 & 1.61 & 1.02 & 0.00 & 2.02 & 0.00 & 1.40 \\
32
+ & Portability & 0.34 & 2.25 & 0.34 & 0.94 & 2.07 & 0.55 & 0.41 & 0.00 & 1.33 & 1.26 & 1.37 & 0.74 \\
33
+ & Counterfactual & 14.46 & 17.41 & 15.10 & 16.79 & 15.62 & 14.23 & 16.08 & 11.90 & 16.12 & 14.11 & 15.90 & 15.42 \\
34
+ & Factual & 23.37 & 24.55 & 25.78 & 27.14 & 28.44 & 27.20 & 27.65 & 27.89 & 25.97 & 25.00 & 27.20 & 27.10 \\
35
+ & Locality & 45.45 & 42.13 & 46.58 & 43.19 & 41.91 & 40.98 & 40.24 & 43.13 & 45.33 & 45.91 & 47.26 & 44.85 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 0.66 & 1.02 & 0.64 & 0.78 & 0.36 & 0.76 & 0.72 & 0.00 & 0.00 & 0.72 & 0.37 & 1.46 \\
50
+ & Generality & 2.99 & 5.42 & 3.82 & 5.18 & 6.52 & 5.30 & 3.61 & 7.58 & 3.75 & 3.62 & 2.99 & 3.41 \\
51
+ & Paraphrase & 0.33 & 1.02 & 0.00 & 0.26 & 0.72 & 1.14 & 0.72 & 0.00 & 0.00 & 0.36 & 1.12 & 0.98 \\
52
+ & Portability & 1.01 & 0.00 & 1.39 & 0.72 & 0.53 & 2.60 & 1.56 & 0.56 & 0.00 & 1.72 & 0.61 & 1.57 \\
53
+ & Counterfactual & 13.95 & 12.20 & 14.01 & 19.95 & 17.39 & 13.26 & 14.08 & 13.36 & 15.36 & 15.22 & 15.30 & 14.63 \\
54
+ & Factual & 26.25 & 24.41 & 30.89 & 24.61 & 27.17 & 26.14 & 28.88 & 26.35 & 29.21 & 21.74 & 22.01 & 23.41 \\
55
+ & Locality & 45.45 & 47.85 & 45.37 & 44.93 & 43.68 & 41.67 & 43.75 & 46.67 & 41.55 & 47.70 & 46.01 & 47.24 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.24 & 0.67 & 0.24 & 1.42 & & & & & & & & \\
70
+ & Paraphrase & 0.24 & 1.00 & 0.24 & 0.71 & & & & & & & & \\
71
+ & Portability & 0.00 & 0.52 & 0.43 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 13.88 & 19.67 & 14.60 & 12.06 & & & & & & & & \\
73
+ & Factual & 26.08 & 27.00 & 28.47 & 33.33 & & & & & & & & \\
74
+ & Locality & 43.04 & 41.24 & 43.40 & 45.56 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 0.8624898291293734,4.664246823956443,0.7811228641171685,0.8352941176470589,14.97965825874695,26.777868185516677,44.28235294117647
Qwen-Qwen2.5-7B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 0.86 & 4.66 & 0.78 & 0.84 & 14.98 & 26.78 & 44.28 \\
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d747afc73d6fbb958195093db98d89e41d62ee09120adf15a70ba89377d735e1
3
+ size 66439789
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 3.83 & 4.71 & 3.17 & 2.81 & 4.57 & 4.32 & 2.99 & 3.53 & 4.85 & 4.76 & 4.55 & 5.16 \\
10
+ & Generality & 8.41 & 7.24 & 9.17 & 7.11 & 7.61 & 7.64 & 7.82 & 8.52 & 8.32 & 7.65 & 6.15 & 4.99 \\
11
+ & Paraphrase & 4.39 & 4.92 & 3.02 & 2.60 & 4.44 & 3.63 & 3.54 & 3.62 & 4.81 & 4.73 & 4.22 & 5.27 \\
12
+ & Portability & 3.02 & 4.25 & 1.84 & 3.01 & 3.44 & 2.48 & 2.72 & 2.27 & 3.46 & 4.20 & 2.83 & 2.40 \\
13
+ & Counterfactual & 45.36 & 41.78 & 43.75 & 43.03 & 40.46 & 48.72 & 43.33 & 40.38 & 40.91 & 47.55 & 43.12 & 42.42 \\
14
+ & Factual & 32.46 & 37.83 & 38.69 & 42.12 & 38.16 & 36.18 & 37.22 & 41.99 & 32.67 & 35.29 & 31.19 & 37.23 \\
15
+ & Locality & 15.96 & 15.83 & 15.47 & 15.90 & 15.83 & 16.03 & 15.85 & 15.62 & 15.99 & 15.99 & 15.60 & 15.87 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 2.97 & 4.20 & 3.90 & 6.38 & 4.94 & 4.13 & 1.89 & 3.29 & 3.74 & 3.54 & 2.99 & 4.79 \\
30
+ & Generality & 9.02 & 8.52 & 7.07 & 7.61 & 7.51 & 9.53 & 7.20 & 7.04 & 8.37 & 6.41 & 5.67 & 5.61 \\
31
+ & Paraphrase & 3.24 & 4.29 & 4.87 & 5.54 & 5.03 & 4.33 & 2.84 & 3.58 & 3.73 & 3.79 & 2.77 & 4.65 \\
32
+ & Portability & 3.89 & 4.41 & 4.49 & 3.56 & 4.21 & 2.61 & 1.64 & 2.01 & 4.01 & 3.24 & 2.97 & 2.71 \\
33
+ & Counterfactual & 46.51 & 39.29 & 41.41 & 43.21 & 42.81 & 49.79 & 46.30 & 47.96 & 47.76 & 42.34 & 48.95 & 43.93 \\
34
+ & Factual & 33.73 & 33.48 & 37.24 & 32.86 & 31.25 & 40.17 & 27.01 & 30.27 & 31.64 & 30.24 & 35.98 & 34.11 \\
35
+ & Locality & 15.99 & 15.45 & 15.98 & 15.73 & 15.77 & 15.57 & 16.19 & 15.64 & 15.93 & 15.30 & 16.44 & 15.93 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 3.32 & 3.00 & 3.16 & 2.65 & 3.79 & 3.55 & 2.85 & 3.45 & 3.65 & 2.61 & 3.71 & 4.12 \\
50
+ & Generality & 8.54 & 6.81 & 6.32 & 6.88 & 10.31 & 7.72 & 8.91 & 8.52 & 7.34 & 8.00 & 7.02 & 8.68 \\
51
+ & Paraphrase & 3.79 & 3.80 & 3.10 & 3.01 & 3.04 & 3.83 & 2.30 & 3.06 & 3.03 & 3.74 & 3.75 & 4.74 \\
52
+ & Portability & 2.70 & 2.87 & 2.67 & 2.47 & 3.56 & 1.34 & 4.63 & 4.14 & 2.65 & 4.73 & 2.88 & 2.27 \\
53
+ & Counterfactual & 45.85 & 39.32 & 45.86 & 41.19 & 46.74 & 43.94 & 48.38 & 41.88 & 43.45 & 44.93 & 44.40 & 45.85 \\
54
+ & Factual & 32.56 & 32.54 & 35.67 & 35.23 & 31.88 & 32.20 & 27.80 & 25.99 & 33.71 & 32.25 & 27.24 & 33.17 \\
55
+ & Locality & 15.32 & 16.03 & 16.13 & 15.76 & 15.61 & 16.32 & 15.54 & 15.83 & 15.61 & 15.80 & 16.16 & 15.75 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 2.84 & 3.32 & 3.04 & 5.28 & & & & & & & & \\
70
+ & Paraphrase & 2.93 & 2.90 & 3.64 & 4.49 & & & & & & & & \\
71
+ & Portability & 3.04 & 3.80 & 2.48 & 4.13 & & & & & & & & \\
72
+ & Counterfactual & 39.95 & 44.33 & 44.77 & 45.39 & & & & & & & & \\
73
+ & Factual & 37.56 & 41.33 & 39.90 & 45.39 & & & & & & & & \\
74
+ & Locality & 23.34 & 21.76 & 22.20 & 24.76 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 3.704271761510774,7.683929866810837,3.8011999802411336,3.1549205250417103,44.14157851912124,34.59723352318959,16.4453996983407
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 3.70 & 7.68 & 3.80 & 3.15 & 44.14 & 34.60 & 16.45 \\
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_checkpoint.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eee413d373bf8e2528d23b41fd87b86e5bb5fc8486b1ce38bdd880b46aec4435
3
+ size 49966781
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 0.00 & 0.33 & 0.60 & 0.00 & 0.33 & 0.00 & 0.00 & 0.00 & 0.57 & 0.00 & 0.31 & 0.43 \\
10
+ & Generality & 4.84 & 2.30 & 4.76 & 2.42 & 3.62 & 3.42 & 4.17 & 3.53 & 4.55 & 2.94 & 1.53 & 1.30 \\
11
+ & Paraphrase & 0.20 & 0.33 & 0.60 & 0.00 & 0.00 & 0.00 & 0.56 & 0.32 & 0.57 & 0.25 & 0.31 & 0.43 \\
12
+ & Portability & 0.00 & 0.45 & 0.00 & 0.00 & 0.00 & 0.00 & 0.38 & 0.00 & 0.41 & 0.34 & 0.00 & 0.00 \\
13
+ & Counterfactual & 39.52 & 38.49 & 38.10 & 37.58 & 35.86 & 43.30 & 40.28 & 33.01 & 38.07 & 42.65 & 39.45 & 38.96 \\
14
+ & Factual & 32.46 & 37.83 & 38.69 & 42.12 & 38.16 & 36.18 & 37.22 & 41.99 & 32.67 & 35.29 & 30.89 & 37.23 \\
15
+ & Locality & 10.23 & 10.00 & 9.70 & 10.04 & 10.00 & 10.27 & 9.81 & 9.87 & 10.16 & 10.10 & 9.79 & 10.12 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.24 & 0.45 & 0.00 & 0.36 & 0.31 & 0.42 & 0.00 & 0.68 & 0.30 & 0.40 & 0.00 & 0.00 \\
30
+ & Generality & 3.61 & 4.02 & 2.34 & 3.57 & 3.44 & 4.18 & 3.22 & 1.36 & 5.07 & 3.23 & 2.93 & 3.27 \\
31
+ & Paraphrase & 0.00 & 0.00 & 0.00 & 0.71 & 0.31 & 0.42 & 0.32 & 0.34 & 0.60 & 0.40 & 0.00 & 0.00 \\
32
+ & Portability & 0.34 & 0.56 & 1.03 & 0.00 & 0.00 & 0.00 & 0.00 & 0.47 & 0.44 & 0.00 & 0.00 & 0.00 \\
33
+ & Counterfactual & 42.65 & 34.82 & 35.16 & 36.07 & 39.06 & 43.93 & 41.16 & 42.18 & 42.39 & 36.69 & 41.84 & 37.85 \\
34
+ & Factual & 33.73 & 33.48 & 37.24 & 32.86 & 31.25 & 40.17 & 27.01 & 30.27 & 31.34 & 30.24 & 35.98 & 34.11 \\
35
+ & Locality & 10.10 & 9.55 & 10.27 & 9.86 & 9.96 & 9.84 & 10.16 & 9.95 & 10.22 & 9.43 & 10.27 & 10.29 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 0.66 & 0.68 & 0.00 & 0.00 & 0.36 & 1.14 & 0.36 & 0.00 & 0.37 & 0.00 & 0.37 & 0.00 \\
50
+ & Generality & 3.99 & 2.71 & 3.18 & 2.85 & 4.35 & 3.79 & 4.33 & 3.25 & 2.25 & 3.62 & 3.36 & 3.90 \\
51
+ & Paraphrase & 0.33 & 0.34 & 0.00 & 0.00 & 0.36 & 1.14 & 0.36 & 0.00 & 0.37 & 0.00 & 0.00 & 0.00 \\
52
+ & Portability & 0.00 & 0.00 & 0.00 & 0.36 & 0.00 & 0.00 & 2.08 & 0.56 & 0.00 & 0.57 & 0.00 & 0.00 \\
53
+ & Counterfactual & 41.20 & 33.56 & 40.13 & 34.46 & 41.67 & 39.02 & 43.32 & 37.55 & 37.08 & 39.13 & 39.18 & 41.95 \\
54
+ & Factual & 32.56 & 32.54 & 35.67 & 35.23 & 31.88 & 32.20 & 27.80 & 25.99 & 33.71 & 32.25 & 27.24 & 33.17 \\
55
+ & Locality & 9.60 & 10.05 & 10.19 & 10.14 & 9.47 & 10.42 & 9.90 & 10.00 & 9.86 & 9.77 & 10.43 & 10.24 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.00 & 0.00 & 0.00 & 0.00 & & & & & & & & \\
70
+ & Paraphrase & 0.24 & 0.00 & 0.00 & 0.00 & & & & & & & & \\
71
+ & Portability & 0.00 & 1.03 & 0.43 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 35.17 & 40.67 & 39.17 & 39.01 & & & & & & & & \\
73
+ & Factual & 37.32 & 41.33 & 39.90 & 45.39 & & & & & & & & \\
74
+ & Locality & 15.65 & 14.43 & 14.89 & 16.67 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 0.2278275020341741,3.393829401088929,0.24410089503661514,0.24705882352941178,39.01545972335232,34.572823433685926,10.470588235294118
google-flan-t5-large/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 0.23 & 3.39 & 0.24 & 0.25 & 39.02 & 34.57 & 10.47 \\
meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 1.09 & 0.90 & 0.84 & 1.16 & 0.85 & 1.52 & 1.09 & 1.11 & 0.95 & 1.15 & 1.02 & 1.14 \\
10
+ & Generality & 1.00 & 1.23 & 1.36 & 1.02 & 1.60 & 1.37 & 1.67 & 0.92 & 1.61 & 1.06 & 1.07 & 0.94 \\
11
+ & Paraphrase & 0.96 & 1.08 & 1.14 & 0.94 & 1.56 & 1.07 & 0.86 & 1.21 & 1.25 & 1.29 & 0.98 & 0.65 \\
12
+ & Portability & 0.39 & 0.92 & 0.34 & 0.55 & 0.51 & 0.59 & 0.46 & 0.90 & 0.45 & 0.64 & 0.73 & 0.61 \\
13
+ & Counterfactual & 5.40 & 7.72 & 6.11 & 8.33 & 7.55 & 8.10 & 7.94 & 7.90 & 6.25 & 7.82 & 5.53 & 7.69 \\
14
+ & Factual & 7.68 & 8.64 & 10.26 & 7.22 & 8.40 & 6.20 & 6.86 & 6.51 & 6.92 & 9.07 & 6.16 & 9.84 \\
15
+ & Locality & 11.51 & 9.30 & 9.34 & 12.79 & 10.93 & 11.42 & 11.91 & 11.15 & 13.61 & 12.83 & 10.57 & 11.67 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 1.20 & 1.08 & 1.14 & 1.04 & 1.22 & 1.08 & 1.02 & 0.95 & 0.85 & 0.82 & 0.96 & 1.16 \\
30
+ & Generality & 1.30 & 1.42 & 1.61 & 1.64 & 1.25 & 1.42 & 1.31 & 1.67 & 1.44 & 1.11 & 0.83 & 2.47 \\
31
+ & Paraphrase & 1.08 & 1.25 & 1.48 & 1.13 & 0.91 & 1.40 & 0.82 & 0.85 & 0.99 & 1.13 & 1.15 & 1.08 \\
32
+ & Portability & 0.60 & 0.73 & 0.81 & 0.58 & 0.63 & 0.46 & 0.48 & 0.40 & 0.56 & 0.97 & 0.68 & 0.72 \\
33
+ & Counterfactual & 5.76 & 7.14 & 6.62 & 5.26 & 7.12 & 5.60 & 4.59 & 5.10 & 7.07 & 5.01 & 4.33 & 6.05 \\
34
+ & Factual & 6.81 & 5.99 & 6.51 & 5.35 & 6.90 & 9.36 & 8.73 & 5.96 & 6.60 & 5.96 & 6.81 & 7.66 \\
35
+ & Locality & 10.48 & 12.75 & 10.37 & 14.13 & 12.43 & 11.50 & 11.72 & 11.13 & 9.48 & 11.11 & 10.32 & 13.22 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 1.33 & 0.63 & 0.90 & 1.21 & 1.97 & 0.80 & 0.91 & 0.93 & 0.79 & 0.92 & 0.94 & 1.02 \\
50
+ & Generality & 1.70 & 1.35 & 0.93 & 1.31 & 1.23 & 1.05 & 0.99 & 1.50 & 1.30 & 1.12 & 1.03 & 1.29 \\
51
+ & Paraphrase & 0.94 & 0.91 & 0.66 & 0.80 & 1.11 & 0.61 & 1.31 & 1.19 & 1.20 & 1.14 & 0.84 & 0.57 \\
52
+ & Portability & 0.58 & 0.41 & 0.50 & 0.48 & 0.69 & 0.63 & 0.52 & 0.80 & 0.74 & 0.52 & 0.55 & 0.45 \\
53
+ & Counterfactual & 6.80 & 7.25 & 5.15 & 5.78 & 6.07 & 4.49 & 5.93 & 7.84 & 7.70 & 5.46 & 5.40 & 4.87 \\
54
+ & Factual & 7.82 & 8.01 & 7.25 & 7.92 & 6.56 & 5.65 & 9.05 & 6.21 & 6.01 & 6.00 & 6.59 & 4.00 \\
55
+ & Locality & 8.61 & 12.77 & 11.86 & 10.44 & 10.32 & 14.21 & 9.45 & 11.41 & 15.77 & 13.68 & 9.19 & 10.30 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 1.29 & 0.93 & 1.00 & 0.75 & & & & & & & & \\
70
+ & Paraphrase & 1.03 & 1.22 & 1.06 & 1.33 & & & & & & & & \\
71
+ & Portability & 0.65 & 0.76 & 0.59 & 0.35 & & & & & & & & \\
72
+ & Counterfactual & 6.34 & 4.62 & 6.32 & 3.98 & & & & & & & & \\
73
+ & Factual & 8.52 & 3.39 & 4.74 & 5.00 & & & & & & & & \\
74
+ & Locality & 12.23 & 12.76 & 12.29 & 9.38 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 1.0530023114732796,1.3026489947019886,1.0550888204815156,0.5933730840512085,6.31908203987882,7.04700078854437,11.505938143697298
meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 1.05 & 1.30 & 1.06 & 0.59 & 6.32 & 7.05 & 11.51 \\
meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 2.82 & 1.97 & 1.79 & 2.73 & 1.32 & 1.71 & 1.67 & 1.92 & 1.99 & 3.43 & 1.83 & 1.73 \\
10
+ & Generality & 8.27 & 6.58 & 7.44 & 7.88 & 6.25 & 6.84 & 11.94 & 7.05 & 8.81 & 7.84 & 7.34 & 6.49 \\
11
+ & Paraphrase & 2.82 & 4.28 & 2.68 & 2.73 & 1.32 & 1.14 & 3.33 & 1.28 & 2.84 & 2.21 & 3.06 & 0.87 \\
12
+ & Portability & 1.42 & 0.45 & 1.27 & 0.42 & 1.82 & 0.00 & 0.75 & 0.90 & 1.63 & 1.01 & 1.28 & 0.60 \\
13
+ & Counterfactual & 29.64 & 29.93 & 31.55 & 28.79 & 30.26 & 33.05 & 25.83 & 28.21 & 31.53 & 32.35 & 30.89 & 26.41 \\
14
+ & Factual & 34.07 & 27.30 & 32.44 & 32.73 & 28.95 & 29.91 & 28.61 & 28.85 & 30.68 & 32.60 & 34.56 & 29.87 \\
15
+ & Locality & 58.24 & 57.27 & 59.92 & 63.60 & 60.91 & 60.46 & 60.00 & 59.64 & 59.35 & 59.93 & 60.43 & 61.31 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 2.41 & 3.12 & 2.86 & 2.50 & 2.19 & 2.51 & 1.93 & 1.70 & 2.69 & 2.02 & 0.84 & 2.80 \\
30
+ & Generality & 6.51 & 8.04 & 10.68 & 10.00 & 9.06 & 10.04 & 7.72 & 6.12 & 8.36 & 6.05 & 3.77 & 9.35 \\
31
+ & Paraphrase & 2.17 & 2.68 & 2.60 & 1.07 & 1.88 & 5.02 & 3.22 & 2.04 & 2.69 & 3.23 & 1.26 & 1.87 \\
32
+ & Portability & 1.01 & 2.25 & 0.34 & 0.00 & 3.32 & 0.55 & 1.63 & 0.47 & 1.33 & 1.26 & 0.00 & 0.74 \\
33
+ & Counterfactual & 26.27 & 25.45 & 26.30 & 24.64 & 28.75 & 30.13 & 29.26 & 27.89 & 33.13 & 31.85 & 33.47 & 28.97 \\
34
+ & Factual & 30.12 & 31.25 & 32.29 & 27.14 & 29.06 & 30.13 & 30.87 & 30.61 & 31.94 & 25.81 & 30.13 & 28.50 \\
35
+ & Locality & 60.27 & 58.43 & 59.93 & 61.50 & 60.17 & 57.92 & 56.10 & 56.40 & 61.78 & 58.49 & 58.22 & 63.97 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 2.66 & 1.36 & 1.59 & 1.55 & 1.09 & 2.65 & 0.36 & 1.44 & 0.75 & 1.45 & 2.61 & 1.95 \\
50
+ & Generality & 6.31 & 8.47 & 7.01 & 8.29 & 9.06 & 7.20 & 6.50 & 7.22 & 5.62 & 5.80 & 6.72 & 6.83 \\
51
+ & Paraphrase & 1.33 & 0.34 & 3.50 & 2.07 & 2.17 & 1.52 & 2.17 & 1.81 & 1.50 & 1.45 & 0.75 & 1.95 \\
52
+ & Portability & 1.01 & 0.00 & 1.39 & 1.81 & 0.53 & 1.04 & 0.52 & 1.11 & 0.70 & 1.15 & 1.23 & 1.57 \\
53
+ & Counterfactual & 30.56 & 26.44 & 29.62 & 29.02 & 30.80 & 33.71 & 32.13 & 32.85 & 26.59 & 32.61 & 24.63 & 29.27 \\
54
+ & Factual & 35.22 & 31.19 & 31.53 & 24.61 & 30.43 & 27.65 & 31.77 & 35.38 & 28.84 & 26.81 & 30.60 & 34.15 \\
55
+ & Locality & 62.12 & 63.16 & 56.48 & 60.51 & 61.05 & 61.98 & 59.90 & 58.33 & 59.15 & 62.07 & 58.90 & 49.61 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.96 & 1.00 & 0.73 & 2.84 & & & & & & & & \\
70
+ & Paraphrase & 0.72 & 2.00 & 2.68 & 2.13 & & & & & & & & \\
71
+ & Portability & 0.87 & 0.52 & 0.85 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 31.10 & 23.67 & 35.77 & 30.50 & & & & & & & & \\
73
+ & Factual & 30.14 & 27.67 & 32.36 & 31.21 & & & & & & & & \\
74
+ & Locality & 47.83 & 35.57 & 49.79 & 53.33 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 1.93653376729048,7.676950998185118,2.1806346623270954,1.0,29.65825874694874,30.52888527257933,58.51764705882353
meta-llama-Llama-3.1-8B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 1.94 & 7.68 & 2.18 & 1.00 & 29.66 & 30.53 & 58.52 \\
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:b7c54c5a9e0d9a167f5dcf006eaa254803202956784151311625caf7edfba760
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+ size 127967802
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 0.64 & 0.64 & 0.82 & 0.55 & 0.78 & 0.72 & 0.91 & 0.74 & 0.95 & 0.91 & 0.73 & 0.64 \\
10
+ & Generality & 0.75 & 0.89 & 0.75 & 1.17 & 0.73 & 0.91 & 0.78 & 1.04 & 0.96 & 0.86 & 0.63 & 0.52 \\
11
+ & Paraphrase & 0.65 & 0.94 & 0.61 & 0.65 & 0.88 & 0.95 & 0.85 & 0.79 & 0.79 & 0.95 & 0.76 & 0.53 \\
12
+ & Portability & 0.31 & 0.55 & 0.31 & 0.39 & 0.38 & 0.44 & 0.36 & 0.52 & 0.47 & 0.54 & 0.50 & 0.52 \\
13
+ & Counterfactual & 7.34 & 4.22 & 5.73 & 5.55 & 4.85 & 6.30 & 5.43 & 5.26 & 5.75 & 3.91 & 7.93 & 7.57 \\
14
+ & Factual & 7.88 & 10.32 & 8.92 & 7.57 & 9.22 & 8.04 & 8.48 & 11.63 & 10.79 & 11.25 & 9.38 & 9.64 \\
15
+ & Locality & 5.86 & 4.00 & 3.42 & 4.44 & 4.01 & 4.51 & 5.14 & 6.91 & 5.59 & 3.44 & 2.52 & 3.84 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.69 & 1.00 & 0.95 & 0.69 & 0.64 & 0.66 & 0.50 & 0.53 & 0.68 & 0.65 & 0.79 & 0.67 \\
30
+ & Generality & 0.61 & 0.61 & 0.98 & 0.67 & 0.90 & 0.79 & 0.87 & 0.74 & 0.86 & 0.69 & 0.71 & 0.76 \\
31
+ & Paraphrase & 0.62 & 1.19 & 1.16 & 0.72 & 1.04 & 0.79 & 0.59 & 0.76 & 0.54 & 0.78 & 0.67 & 0.70 \\
32
+ & Portability & 0.43 & 0.73 & 0.53 & 0.98 & 0.72 & 0.33 & 0.39 & 0.32 & 0.47 & 0.50 & 0.46 & 0.40 \\
33
+ & Counterfactual & 4.03 & 5.92 & 6.56 & 7.20 & 5.35 & 7.08 & 5.41 & 7.20 & 4.90 & 4.72 & 6.85 & 4.35 \\
34
+ & Factual & 8.61 & 10.27 & 8.40 & 8.35 & 10.95 & 8.02 & 9.67 & 8.18 & 10.03 & 7.51 & 9.32 & 7.72 \\
35
+ & Locality & 4.26 & 4.53 & 4.53 & 4.31 & 3.76 & 5.92 & 3.57 & 4.37 & 3.65 & 5.70 & 3.33 & 5.64 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 1.00 & 0.65 & 0.68 & 0.64 & 0.71 & 0.60 & 0.57 & 0.94 & 0.83 & 1.01 & 0.73 & 0.74 \\
50
+ & Generality & 0.80 & 0.80 & 0.85 & 0.67 & 0.95 & 0.53 & 1.28 & 1.04 & 0.66 & 1.15 & 0.90 & 0.56 \\
51
+ & Paraphrase & 0.64 & 0.71 & 0.64 & 0.95 & 0.63 & 0.77 & 0.75 & 0.95 & 1.03 & 0.83 & 1.00 & 0.52 \\
52
+ & Portability & 0.43 & 0.28 & 0.47 & 0.37 & 0.42 & 0.33 & 0.54 & 0.40 & 0.60 & 0.46 & 0.33 & 0.46 \\
53
+ & Counterfactual & 7.75 & 5.86 & 5.97 & 6.97 & 5.97 & 7.55 & 8.20 & 3.37 & 5.35 & 6.79 & 6.49 & 6.71 \\
54
+ & Factual & 6.80 & 8.58 & 10.98 & 7.68 & 10.81 & 9.15 & 9.63 & 8.34 & 11.99 & 13.38 & 9.58 & 8.13 \\
55
+ & Locality & 5.42 & 4.65 & 4.54 & 4.95 & 8.40 & 3.92 & 3.54 & 7.09 & 5.76 & 3.17 & 4.93 & 4.53 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.90 & 0.74 & 0.81 & 0.64 & & & & & & & & \\
70
+ & Paraphrase & 1.06 & 0.62 & 1.07 & 1.02 & & & & & & & & \\
71
+ & Portability & 0.46 & 0.38 & 0.45 & 0.62 & & & & & & & & \\
72
+ & Counterfactual & 6.60 & 5.40 & 6.56 & 5.30 & & & & & & & & \\
73
+ & Factual & 6.96 & 7.15 & 10.86 & 9.62 & & & & & & & & \\
74
+ & Locality & 3.41 & 2.65 & 3.14 & 2.47 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.txt ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 0.64 & 0.64 & 0.82 & 0.55 & 0.78 & 0.72 & 0.91 & 0.74 & 0.95 & 0.91 & 0.73 & 0.64 \\
10
+ & Generality & 0.75 & 0.89 & 0.75 & 1.17 & 0.73 & 0.91 & 0.78 & 1.04 & 0.96 & 0.86 & 0.63 & 0.52 \\
11
+ & Paraphrase & 0.65 & 0.94 & 0.61 & 0.65 & 0.88 & 0.95 & 0.85 & 0.79 & 0.79 & 0.95 & 0.76 & 0.53 \\
12
+ & Portability & 0.31 & 0.55 & 0.31 & 0.39 & 0.38 & 0.44 & 0.36 & 0.52 & 0.47 & 0.54 & 0.50 & 0.52 \\
13
+ & Counterfactual & 7.34 & 4.22 & 5.73 & 5.55 & 4.85 & 6.30 & 5.43 & 5.26 & 5.75 & 3.91 & 7.93 & 7.57 \\
14
+ & Factual & 7.88 & 10.32 & 8.92 & 7.57 & 9.22 & 8.04 & 8.48 & 11.63 & 10.79 & 11.25 & 9.38 & 9.64 \\
15
+ & Locality & 5.86 & 4.00 & 3.42 & 4.44 & 4.01 & 4.51 & 5.14 & 6.91 & 5.59 & 3.44 & 2.52 & 3.84 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.69 & 1.00 & 0.95 & 0.69 & 0.64 & 0.66 & 0.50 & 0.53 & 0.68 & 0.65 & 0.79 & 0.67 \\
30
+ & Generality & 0.61 & 0.61 & 0.98 & 0.67 & 0.90 & 0.79 & 0.87 & 0.74 & 0.86 & 0.69 & 0.71 & 0.76 \\
31
+ & Paraphrase & 0.62 & 1.19 & 1.16 & 0.72 & 1.04 & 0.79 & 0.59 & 0.76 & 0.54 & 0.78 & 0.67 & 0.70 \\
32
+ & Portability & 0.43 & 0.73 & 0.53 & 0.98 & 0.72 & 0.33 & 0.39 & 0.32 & 0.47 & 0.50 & 0.46 & 0.40 \\
33
+ & Counterfactual & 4.03 & 5.92 & 6.56 & 7.20 & 5.35 & 7.08 & 5.41 & 7.20 & 4.90 & 4.72 & 6.85 & 4.35 \\
34
+ & Factual & 8.61 & 10.27 & 8.40 & 8.35 & 10.95 & 8.02 & 9.67 & 8.18 & 10.03 & 7.51 & 9.32 & 7.72 \\
35
+ & Locality & 4.26 & 4.53 & 4.53 & 4.31 & 3.76 & 5.92 & 3.57 & 4.37 & 3.65 & 5.70 & 3.33 & 5.64 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 1.00 & 0.65 & 0.68 & 0.64 & 0.71 & 0.60 & 0.57 & 0.94 & 0.83 & 1.01 & 0.73 & 0.74 \\
50
+ & Generality & 0.80 & 0.80 & 0.85 & 0.67 & 0.95 & 0.53 & 1.28 & 1.04 & 0.66 & 1.15 & 0.90 & 0.56 \\
51
+ & Paraphrase & 0.64 & 0.71 & 0.64 & 0.95 & 0.63 & 0.77 & 0.75 & 0.95 & 1.03 & 0.83 & 1.00 & 0.52 \\
52
+ & Portability & 0.43 & 0.28 & 0.47 & 0.37 & 0.42 & 0.33 & 0.54 & 0.40 & 0.60 & 0.46 & 0.33 & 0.46 \\
53
+ & Counterfactual & 7.75 & 5.86 & 5.97 & 6.97 & 5.97 & 7.55 & 8.20 & 3.37 & 5.35 & 6.79 & 6.49 & 6.71 \\
54
+ & Factual & 6.80 & 8.58 & 10.98 & 7.68 & 10.81 & 9.15 & 9.63 & 8.34 & 11.99 & 13.38 & 9.58 & 8.13 \\
55
+ & Locality & 5.42 & 4.65 & 4.54 & 4.95 & 8.40 & 3.92 & 3.54 & 7.09 & 5.76 & 3.17 & 4.93 & 4.53 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.90 & 0.74 & 0.81 & 0.64 & & & & & & & & \\
70
+ & Paraphrase & 1.06 & 0.62 & 1.07 & 1.02 & & & & & & & & \\
71
+ & Portability & 0.46 & 0.38 & 0.45 & 0.62 & & & & & & & & \\
72
+ & Counterfactual & 6.60 & 5.40 & 6.56 & 5.30 & & & & & & & & \\
73
+ & Factual & 6.96 & 7.15 & 10.86 & 9.62 & & & & & & & & \\
74
+ & Locality & 3.41 & 2.65 & 3.14 & 2.47 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 0.7463115649472295,0.821056896075889,0.8062028741842161,0.45867201474574565,6.000424014031999,9.216230260082142,4.494947937151494
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 0.75 & 0.82 & 0.81 & 0.46 & 6.00 & 9.22 & 4.49 \\
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 1.01 & 0.99 & 0.89 & 0.91 & 0.33 & 0.00 & 0.28 & 0.00 & 0.57 & 0.25 & 0.31 & 0.43 \\
10
+ & Generality & 3.02 & 1.64 & 2.98 & 3.94 & 3.95 & 3.99 & 5.56 & 3.21 & 3.98 & 5.39 & 3.67 & 2.60 \\
11
+ & Paraphrase & 1.41 & 0.33 & 0.30 & 0.91 & 0.33 & 0.00 & 0.83 & 0.00 & 0.28 & 0.74 & 0.61 & 0.87 \\
12
+ & Portability & 0.28 & 0.00 & 0.00 & 0.00 & 0.00 & 0.00 & 0.38 & 0.00 & 0.41 & 1.01 & 0.00 & 0.00 \\
13
+ & Counterfactual & 23.99 & 20.07 & 23.81 & 20.61 & 23.03 & 21.94 & 22.78 & 22.76 & 25.00 & 24.51 & 21.71 & 20.35 \\
14
+ & Factual & 29.44 & 30.59 & 30.65 & 27.88 & 26.97 & 29.63 & 31.39 & 28.53 & 27.56 & 28.43 & 30.58 & 26.41 \\
15
+ & Locality & 32.10 & 28.18 & 26.16 & 25.10 & 27.27 & 28.14 & 29.06 & 29.15 & 26.42 & 27.27 & 25.53 & 22.62 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.24 & 0.89 & 0.78 & 0.00 & 0.31 & 0.00 & 0.64 & 0.34 & 0.60 & 0.00 & 0.42 & 0.47 \\
30
+ & Generality & 3.13 & 2.68 & 4.95 & 5.36 & 1.56 & 3.77 & 2.89 & 2.72 & 4.48 & 3.23 & 2.51 & 6.54 \\
31
+ & Paraphrase & 0.48 & 0.45 & 0.52 & 0.71 & 0.62 & 0.84 & 0.96 & 1.02 & 0.60 & 1.61 & 0.00 & 0.47 \\
32
+ & Portability & 0.00 & 0.56 & 0.34 & 0.00 & 0.41 & 0.00 & 0.41 & 0.00 & 0.89 & 0.63 & 1.37 & 0.74 \\
33
+ & Counterfactual & 22.41 & 19.64 & 23.96 & 25.00 & 23.75 & 19.25 & 23.15 & 23.81 & 21.19 & 19.76 & 21.34 & 23.83 \\
34
+ & Factual & 25.54 & 28.57 & 25.52 & 29.29 & 28.44 & 26.78 & 27.97 & 28.91 & 31.94 & 36.29 & 24.69 & 36.45 \\
35
+ & Locality & 27.95 & 25.84 & 28.77 & 30.99 & 26.97 & 32.79 & 30.08 & 27.49 & 27.56 & 29.56 & 27.40 & 31.62 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 1.00 & 0.68 & 0.00 & 0.52 & 0.36 & 0.38 & 0.72 & 0.72 & 0.37 & 0.72 & 0.00 & 0.98 \\
50
+ & Generality & 2.99 & 3.39 & 2.87 & 4.15 & 6.52 & 2.27 & 2.89 & 4.69 & 2.62 & 2.90 & 2.99 & 1.95 \\
51
+ & Paraphrase & 0.66 & 0.68 & 0.32 & 0.52 & 0.00 & 1.14 & 1.08 & 0.72 & 0.75 & 1.45 & 0.37 & 0.49 \\
52
+ & Portability & 0.00 & 0.00 & 0.00 & 0.72 & 0.00 & 0.52 & 1.04 & 0.56 & 0.00 & 0.00 & 0.00 & 0.79 \\
53
+ & Counterfactual & 21.59 & 24.75 & 17.83 & 20.73 & 24.28 & 21.97 & 27.08 & 26.71 & 29.21 & 27.90 & 22.76 & 24.39 \\
54
+ & Factual & 26.25 & 29.49 & 26.11 & 32.64 & 31.52 & 22.35 & 29.60 & 28.88 & 29.59 & 29.71 & 29.48 & 34.15 \\
55
+ & Locality & 25.25 & 23.44 & 31.48 & 30.43 & 31.05 & 28.65 & 29.69 & 30.00 & 30.28 & 25.29 & 28.83 & 31.50 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.00 & 1.00 & 0.00 & 0.00 & & & & & & & & \\
70
+ & Paraphrase & 0.00 & 1.00 & 0.24 & 0.71 & & & & & & & & \\
71
+ & Portability & 0.00 & 0.00 & 0.43 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 26.56 & 26.00 & 23.60 & 19.86 & & & & & & & & \\
73
+ & Factual & 37.32 & 36.33 & 32.85 & 33.33 & & & & & & & & \\
74
+ & Locality & 23.91 & 23.20 & 24.68 & 28.89 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.txt ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ % Results for year 2022
2
+ \subsection*{Results for 2022}
3
+ \begin{table}[ht]
4
+ \centering
5
+ \begin{tabular}{l|l|*{12}{c}}
6
+ \hline
7
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
8
+ \midrule
9
+ & Reliability & 1.01 & 0.99 & 0.89 & 0.91 & 0.33 & 0.00 & 0.28 & 0.00 & 0.57 & 0.25 & 0.31 & 0.43 \\
10
+ & Generality & 3.02 & 1.64 & 2.98 & 3.94 & 3.95 & 3.99 & 5.56 & 3.21 & 3.98 & 5.39 & 3.67 & 2.60 \\
11
+ & Paraphrase & 1.41 & 0.33 & 0.30 & 0.91 & 0.33 & 0.00 & 0.83 & 0.00 & 0.28 & 0.74 & 0.61 & 0.87 \\
12
+ & Portability & 0.28 & 0.00 & 0.00 & 0.00 & 0.00 & 0.00 & 0.38 & 0.00 & 0.41 & 1.01 & 0.00 & 0.00 \\
13
+ & Counterfactual & 23.99 & 20.07 & 23.81 & 20.61 & 23.03 & 21.94 & 22.78 & 22.76 & 25.00 & 24.51 & 21.71 & 20.35 \\
14
+ & Factual & 29.44 & 30.59 & 30.65 & 27.88 & 26.97 & 29.63 & 31.39 & 28.53 & 27.56 & 28.43 & 30.58 & 26.41 \\
15
+ & Locality & 32.10 & 28.18 & 26.16 & 25.10 & 27.27 & 28.14 & 29.06 & 29.15 & 26.42 & 27.27 & 25.53 & 22.62 \\
16
+ \hline
17
+ \end{tabular}
18
+ \caption{Monthly evaluation results for (2022)}
19
+ \end{table}
20
+
21
+ % Results for year 2023
22
+ \subsection*{Results for 2023}
23
+ \begin{table}[ht]
24
+ \centering
25
+ \begin{tabular}{l|l|*{12}{c}}
26
+ \hline
27
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
28
+ \midrule
29
+ & Reliability & 0.24 & 0.89 & 0.78 & 0.00 & 0.31 & 0.00 & 0.64 & 0.34 & 0.60 & 0.00 & 0.42 & 0.47 \\
30
+ & Generality & 3.13 & 2.68 & 4.95 & 5.36 & 1.56 & 3.77 & 2.89 & 2.72 & 4.48 & 3.23 & 2.51 & 6.54 \\
31
+ & Paraphrase & 0.48 & 0.45 & 0.52 & 0.71 & 0.62 & 0.84 & 0.96 & 1.02 & 0.60 & 1.61 & 0.00 & 0.47 \\
32
+ & Portability & 0.00 & 0.56 & 0.34 & 0.00 & 0.41 & 0.00 & 0.41 & 0.00 & 0.89 & 0.63 & 1.37 & 0.74 \\
33
+ & Counterfactual & 22.41 & 19.64 & 23.96 & 25.00 & 23.75 & 19.25 & 23.15 & 23.81 & 21.19 & 19.76 & 21.34 & 23.83 \\
34
+ & Factual & 25.54 & 28.57 & 25.52 & 29.29 & 28.44 & 26.78 & 27.97 & 28.91 & 31.94 & 36.29 & 24.69 & 36.45 \\
35
+ & Locality & 27.95 & 25.84 & 28.77 & 30.99 & 26.97 & 32.79 & 30.08 & 27.49 & 27.56 & 29.56 & 27.40 & 31.62 \\
36
+ \hline
37
+ \end{tabular}
38
+ \caption{Monthly evaluation results for (2023)}
39
+ \end{table}
40
+
41
+ % Results for year 2024
42
+ \subsection*{Results for 2024}
43
+ \begin{table}[ht]
44
+ \centering
45
+ \begin{tabular}{l|l|*{12}{c}}
46
+ \hline
47
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
48
+ \midrule
49
+ & Reliability & 1.00 & 0.68 & 0.00 & 0.52 & 0.36 & 0.38 & 0.72 & 0.72 & 0.37 & 0.72 & 0.00 & 0.98 \\
50
+ & Generality & 2.99 & 3.39 & 2.87 & 4.15 & 6.52 & 2.27 & 2.89 & 4.69 & 2.62 & 2.90 & 2.99 & 1.95 \\
51
+ & Paraphrase & 0.66 & 0.68 & 0.32 & 0.52 & 0.00 & 1.14 & 1.08 & 0.72 & 0.75 & 1.45 & 0.37 & 0.49 \\
52
+ & Portability & 0.00 & 0.00 & 0.00 & 0.72 & 0.00 & 0.52 & 1.04 & 0.56 & 0.00 & 0.00 & 0.00 & 0.79 \\
53
+ & Counterfactual & 21.59 & 24.75 & 17.83 & 20.73 & 24.28 & 21.97 & 27.08 & 26.71 & 29.21 & 27.90 & 22.76 & 24.39 \\
54
+ & Factual & 26.25 & 29.49 & 26.11 & 32.64 & 31.52 & 22.35 & 29.60 & 28.88 & 29.59 & 29.71 & 29.48 & 34.15 \\
55
+ & Locality & 25.25 & 23.44 & 31.48 & 30.43 & 31.05 & 28.65 & 29.69 & 30.00 & 30.28 & 25.29 & 28.83 & 31.50 \\
56
+ \hline
57
+ \end{tabular}
58
+ \caption{Monthly evaluation results for (2024)}
59
+ \end{table}
60
+
61
+ % Results for year 2025
62
+ \subsection*{Results for 2025}
63
+ \begin{table}[ht]
64
+ \centering
65
+ \begin{tabular}{l|l|*{12}{c}}
66
+ \hline
67
+ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
68
+ \midrule
69
+ & Reliability & 0.00 & 1.00 & 0.00 & 0.00 & & & & & & & & \\
70
+ & Paraphrase & 0.00 & 1.00 & 0.24 & 0.71 & & & & & & & & \\
71
+ & Portability & 0.00 & 0.00 & 0.43 & 0.00 & & & & & & & & \\
72
+ & Counterfactual & 26.56 & 26.00 & 23.60 & 19.86 & & & & & & & & \\
73
+ & Factual & 37.32 & 36.33 & 32.85 & 33.33 & & & & & & & & \\
74
+ & Locality & 23.91 & 23.20 & 24.68 & 28.89 & & & & & & & & \\
75
+ \hline
76
+ \end{tabular}
77
+ \caption{Monthly evaluation results for (2025)}
78
+ \end{table}
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ reliability,generality,paraphrase,portability,counterfactual,factual,locality
2
+ 0.4556550040683482,3.5934664246823953,0.6183889340927584,0.2823529411764706,23.165174938974776,29.66639544344996,27.988235294117647
meta-llama-Llama-3.2-1B/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
2
+ & 0.46 & 3.59 & 0.62 & 0.28 & 23.17 & 29.67 & 27.99 \\