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YWZBrandon-Qwen_Qwen2.5-7B_qa_full_upsample1000/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex

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+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 4.18 & 4.95 & 3.88 & 4.71 & 2.26 & 3.79 & 3.99 & 3.94 & 3.86 & 3.74 & 4.49 & 4.97 \\
+ & Generality & 8.44 & 11.07 & 8.90 & 8.81 & 9.71 & 10.18 & 10.11 & 7.96 & 9.79 & 10.06 & 10.50 & 9.01 \\
+ & Paraphrase & 3.29 & 3.99 & 2.85 & 2.12 & 3.12 & 2.96 & 3.71 & 2.58 & 3.64 & 3.77 & 4.59 & 4.19 \\
+ & Portability & 2.89 & 4.38 & 2.06 & 2.51 & 2.43 & 2.60 & 1.72 & 1.71 & 2.19 & 2.06 & 3.56 & 1.73 \\
+ & Counterfactual & 7.91 & 7.21 & 8.48 & 7.07 & 7.98 & 7.23 & 7.83 & 8.11 & 7.59 & 8.85 & 9.17 & 8.36 \\
+ & Factual & 13.72 & 12.58 & 15.67 & 15.55 & 15.31 & 11.63 & 14.43 & 13.86 & 13.76 & 16.19 & 14.04 & 15.59 \\
+ & Locality & 29.01 & 29.48 & 30.76 & 30.17 & 29.58 & 30.68 & 29.14 & 28.18 & 29.35 & 28.74 & 30.31 & 31.19 \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}
+
+% Results for year 2023
+\subsection*{Results for 2023}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 4.10 & 5.96 & 4.40 & 4.81 & 5.04 & 3.98 & 2.85 & 3.18 & 4.71 & 3.15 & 3.74 & 4.58 \\
+ & Generality & 9.57 & 7.31 & 11.64 & 10.46 & 10.49 & 7.43 & 7.67 & 8.47 & 7.68 & 8.84 & 7.76 & 6.79 \\
+ & Paraphrase & 2.91 & 3.46 & 4.23 & 4.47 & 4.94 & 2.86 & 2.90 & 3.04 & 2.89 & 3.43 & 4.39 & 4.16 \\
+ & Portability & 1.91 & 3.42 & 3.54 & 3.27 & 3.47 & 2.25 & 2.08 & 1.39 & 2.80 & 2.43 & 2.23 & 2.29 \\
+ & Counterfactual & 8.19 & 10.02 & 7.23 & 8.33 & 8.54 & 7.23 & 8.03 & 7.71 & 8.17 & 8.05 & 9.12 & 9.34 \\
+ & Factual & 13.39 & 13.16 & 12.94 & 12.34 & 13.90 & 12.31 & 14.73 & 12.42 & 13.72 & 15.86 & 14.35 & 12.55 \\
+ & Locality & 29.76 & 29.87 & 28.92 & 31.51 & 29.69 & 31.48 & 27.61 & 28.76 & 29.75 & 30.13 & 27.66 & 29.37 \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2023)}
+\end{table}
+
+% Results for year 2024
+\subsection*{Results for 2024}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 3.07 & 4.28 & 2.57 & 4.70 & 3.55 & 2.88 & 3.84 & 4.10 & 3.26 & 2.54 & 3.50 & 3.05 \\
+ & Generality & 9.13 & 9.14 & 9.83 & 7.94 & 9.51 & 8.26 & 8.79 & 12.07 & 10.36 & 8.91 & 8.25 & 9.39 \\
+ & Paraphrase & 3.31 & 3.22 & 2.79 & 2.78 & 2.50 & 2.10 & 1.96 & 2.93 & 4.10 & 2.30 & 2.27 & 3.30 \\
+ & Portability & 4.02 & 1.88 & 2.30 & 2.66 & 2.22 & 1.20 & 1.65 & 3.13 & 2.17 & 2.16 & 1.86 & 1.76 \\
+ & Counterfactual & 9.34 & 7.90 & 7.10 & 7.32 & 7.83 & 8.26 & 7.68 & 8.27 & 8.13 & 8.18 & 9.30 & 6.82 \\
+ & Factual & 12.85 & 12.92 & 15.24 & 12.59 & 15.28 & 12.42 & 14.70 & 11.62 & 13.23 & 12.67 & 12.74 & 14.35 \\
+ & Locality & 27.54 & 27.96 & 29.09 & 28.55 & 28.97 & 27.99 & 30.48 & 30.84 & 28.52 & 31.60 & 28.80 & 28.67 \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2024)}
+\end{table}
+
+% Results for year 2025
+\subsection*{Results for 2025}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 3.26 & 4.26 & 4.33 & 3.33 &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 2.63 & 3.07 & 3.10 & 2.43 &   &   &   &   &   &   &   &   \\
+ & Portability & 2.58 & 2.71 & 2.73 & 1.97 &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 8.70 & 6.45 & 8.03 & 8.12 &   &   &   &   &   &   &   &   \\
+ & Factual & 11.91 & 12.49 & 11.62 & 9.40 &   &   &   &   &   &   &   &   \\
+ & Locality & 36.13 & 34.23 & 33.93 & 36.22 &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2025)}
+\end{table}

YWZBrandon-Qwen_Qwen2.5-7B_qa_full_upsample1000/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+3.9124838331199165,9.236262350670348,3.232675043938501,2.4840531664451797,8.056180342429318,13.541985340668774,29.92020002671875

YWZBrandon-Qwen_Qwen2.5-7B_qa_full_upsample1000/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 3.91 & 9.24 & 3.23 & 2.48 & 8.06 & 13.54 & 29.92 \\

YWZBrandon-Qwen_Qwen2.5-7B_qa_full_upsample1000/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex

@@ -0,0 +1,78 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 1.41 & 2.63 & 3.87 & 3.33 & 1.32 & 2.85 & 3.06 & 2.56 & 1.42 & 2.45 & 1.83 & 4.76 \\
+ & Generality & 8.06 & 9.54 & 9.82 & 12.42 & 10.53 & 9.97 & 9.72 & 6.41 & 8.81 & 8.33 & 8.56 & 7.79 \\
+ & Paraphrase & 0.81 & 0.99 & 0.89 & 0.91 & 0.66 & 0.28 & 1.67 & 0.64 & 0.57 & 1.47 & 1.22 & 1.73 \\
+ & Portability & 0.28 & 0.91 & 0.00 & 0.84 & 0.45 & 0.38 & 0.00 & 0.45 & 0.00 & 0.00 & 0.43 & 0.00 \\
+ & Counterfactual & 19.76 & 19.74 & 21.73 & 21.52 & 18.09 & 23.93 & 17.78 & 22.76 & 19.03 & 18.38 & 17.74 & 19.05 \\
+ & Factual & 18.95 & 16.78 & 15.18 & 14.85 & 17.43 & 15.95 & 15.00 & 22.44 & 18.47 & 19.61 & 15.60 & 16.02 \\
+ & Locality & 27.84 & 29.09 & 29.96 & 28.03 & 27.27 & 29.28 & 27.17 & 26.91 & 29.27 & 28.28 & 29.36 & 28.57 \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}
+
+% Results for year 2023
+\subsection*{Results for 2023}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 2.17 & 4.91 & 2.86 & 2.86 & 1.88 & 0.84 & 2.25 & 2.72 & 1.79 & 3.63 & 2.93 & 2.34 \\
+ & Generality & 10.12 & 8.04 & 9.64 & 10.36 & 8.44 & 6.69 & 6.43 & 3.74 & 8.06 & 6.45 & 9.21 & 8.41 \\
+ & Paraphrase & 0.24 & 0.00 & 0.78 & 1.43 & 1.25 & 0.84 & 0.32 & 1.02 & 0.00 & 1.61 & 1.26 & 0.93 \\
+ & Portability & 0.34 & 0.00 & 0.68 & 0.94 & 0.83 & 1.09 & 0.41 & 0.00 & 0.00 & 0.00 & 0.00 & 0.74 \\
+ & Counterfactual & 19.52 & 17.86 & 20.05 & 16.07 & 20.94 & 21.76 & 21.54 & 18.03 & 19.70 & 21.77 & 25.52 & 15.89 \\
+ & Factual & 20.48 & 18.30 & 18.23 & 20.71 & 14.06 & 17.15 & 17.36 & 17.01 & 16.42 & 17.74 & 18.41 & 21.03 \\
+ & Locality & 27.95 & 26.97 & 26.71 & 28.64 & 27.80 & 30.05 & 26.42 & 27.96 & 28.44 & 28.30 & 29.45 & 28.68 \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2023)}
+\end{table}
+
+% Results for year 2024
+\subsection*{Results for 2024}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 2.66 & 2.37 & 0.96 & 3.63 & 0.72 & 2.27 & 0.72 & 1.08 & 2.25 & 2.17 & 2.24 & 1.95 \\
+ & Generality & 8.64 & 8.14 & 10.19 & 7.51 & 6.88 & 8.33 & 8.30 & 10.47 & 9.36 & 8.33 & 8.96 & 6.83 \\
+ & Paraphrase & 0.33 & 0.68 & 0.32 & 1.30 & 0.00 & 0.00 & 0.00 & 0.72 & 0.75 & 0.72 & 0.37 & 0.49 \\
+ & Portability & 0.51 & 0.00 & 0.46 & 0.00 & 0.00 & 1.04 & 0.52 & 1.67 & 0.00 & 0.00 & 0.00 & 0.00 \\
+ & Counterfactual & 22.92 & 20.68 & 22.29 & 22.28 & 23.19 & 17.80 & 21.30 & 17.33 & 23.22 & 20.65 & 20.52 & 17.07 \\
+ & Factual & 24.58 & 21.69 & 16.56 & 14.77 & 19.20 & 19.32 & 18.05 & 19.49 & 17.23 & 18.12 & 16.79 & 18.05 \\
+ & Locality & 25.76 & 26.32 & 27.78 & 26.81 & 27.37 & 27.60 & 29.17 & 30.00 & 26.76 & 29.31 & 31.29 & 26.77 \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2024)}
+\end{table}
+
+% Results for year 2025
+\subsection*{Results for 2025}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 1.44 & 2.00 & 2.19 & 0.71 &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 0.48 & 0.67 & 0.73 & 0.00 &   &   &   &   &   &   &   &   \\
+ & Portability & 0.43 & 1.55 & 0.43 & 0.00 &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 21.53 & 17.33 & 18.49 & 19.86 &   &   &   &   &   &   &   &   \\
+ & Factual & 11.72 & 14.00 & 14.36 & 12.77 &   &   &   &   &   &   &   &   \\
+ & Locality & 40.00 & 39.18 & 38.30 & 40.00 &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2025)}
+\end{table}

YWZBrandon-Qwen_Qwen2.5-7B_qa_full_upsample1000/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+2.2945484133441822,8.611615245009075,0.7404393816110658,0.38823529411764707,20.14646053702197,17.445077298616763,29.08235294117647

YWZBrandon-Qwen_Qwen2.5-7B_qa_full_upsample1000/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 2.29 & 8.61 & 0.74 & 0.39 & 20.15 & 17.45 & 29.08 \\

YWZBrandon-downloaded_models_Llama-3.2-1B_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 16.21 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 16.79 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 13.56 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 8.88 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 40.01 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 13.34 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 20.00 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-downloaded_models_Llama-3.2-1B_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+16.207081807081806,16.785073260073258,13.560504201680669,8.876341050254094,40.008080808080805,13.344466644466644,20.0

YWZBrandon-downloaded_models_Llama-3.2-1B_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 16.21 & 16.79 & 13.56 & 8.88 & 40.01 & 13.34 & 20.00 \\

YWZBrandon-downloaded_models_Llama-3.2-1B_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 14.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 11.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 9.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 4.35 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 37.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 20.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 14.49 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-downloaded_models_Llama-3.2-1B_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+14.000000000000002,11.0,9.0,4.3478260869565215,37.0,20.0,14.492753623188406

YWZBrandon-downloaded_models_Llama-3.2-1B_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 14.00 & 11.00 & 9.00 & 4.35 & 37.00 & 20.00 & 14.49 \\

YWZBrandon-downloaded_models_gemma-3-1b-pt_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 22.34 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 29.55 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 14.25 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 9.28 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 51.17 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 1.97 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 47.54 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-downloaded_models_gemma-3-1b-pt_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+22.34372294372294,29.55471195471195,14.246703296703297,9.27536231884058,51.16714396714396,1.9666666666666668,47.53623188405796

YWZBrandon-downloaded_models_gemma-3-1b-pt_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 22.34 & 29.55 & 14.25 & 9.28 & 51.17 & 1.97 & 47.54 \\

YWZBrandon-downloaded_models_gemma-3-1b-pt_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 19.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 21.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 12.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 5.80 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 27.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 2.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 40.58 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-downloaded_models_gemma-3-1b-pt_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+19.0,21.0,12.0,5.797101449275362,27.0,2.0,40.57971014492754

YWZBrandon-downloaded_models_gemma-3-1b-pt_qa_ds3500_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 19.00 & 21.00 & 12.00 & 5.80 & 27.00 & 2.00 & 40.58 \\

YWZBrandon-google-t5_t5-large_ds100_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 49.03 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 27.77 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 39.91 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 17.48 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 8.83 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 20.30 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 36.23 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-google-t5_t5-large_ds100_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+49.033333333333346,27.77467532467532,39.91358641358641,17.48447204968944,8.833333333333332,20.3,36.231884057971016

YWZBrandon-google-t5_t5-large_ds100_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 49.03 & 27.77 & 39.91 & 17.48 & 8.83 & 20.30 & 36.23 \\

YWZBrandon-google-t5_t5-large_ds100_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 53.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 22.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 39.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 18.84 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 16.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 52.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 33.33 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-google-t5_t5-large_ds100_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+53.0,22.0,39.0,18.84057971014493,16.0,52.0,33.33333333333333

YWZBrandon-google-t5_t5-large_ds100_upsample1000_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 53.00 & 22.00 & 39.00 & 18.84 & 16.00 & 52.00 & 33.33 \\

YWZBrandon-google_gemma-3-1b-pt_ds3500_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 24.04 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 23.64 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 21.89 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 12.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 0.33 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 1.93 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 45.65 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-google_gemma-3-1b-pt_ds3500_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+24.040476190476188,23.635714285714286,21.887301587301586,11.999425695077868,0.33333333333333337,1.9333333333333333,45.65217391304348

YWZBrandon-google_gemma-3-1b-pt_ds3500_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 24.04 & 23.64 & 21.89 & 12.00 & 0.33 & 1.93 & 45.65 \\

YWZBrandon-google_gemma-3-1b-pt_ds3500_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex

@@ -0,0 +1,19 @@
+% Results for year 2022
+\subsection*{Results for 2022}
+\begin{table}[ht]
+\centering
+\begin{tabular}{l|l|*{12}{c}}
+\hline
+Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
+\midrule
+ & Reliability & 25.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 22.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 22.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 7.25 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 1.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 6.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 46.38 &   &   &   &   &   &   &   &   &   &   &   \\
+\hline
+\end{tabular}
+\caption{Monthly evaluation results for  (2022)}
+\end{table}

YWZBrandon-google_gemma-3-1b-pt_ds3500_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv

@@ -0,0 +1,2 @@
+reliability,generality,paraphrase,portability,counterfactual,factual,locality
+25.0,22.0,22.0,7.246376811594203,1.0,6.0,46.3768115942029

YWZBrandon-google_gemma-3-1b-pt_ds3500_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex

@@ -0,0 +1,2 @@
+ & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
+ & 25.00 & 22.00 & 22.00 & 7.25 & 1.00 & 6.00 & 46.38 \\

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f2c95feee7077c89a346df033a96c260d30751026ad0478548896beaac45abd9
-size 78002645
+oid sha256:cd65c114b4b84ff3ba396eb750386cf70739771fb115fcd0faa881c380ffe60b
+size 73142467

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex

@@ -6,13 +6,13 @@
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 11.23 & 12.61 & 11.71 & 13.83 & 10.07 & 10.32 & 10.34 & 9.27 & 11.54 & 12.95 & 10.41 & 11.12 \\
- & Generality & 13.91 & 13.17 & 10.77 & 11.38 & 11.99 & 10.56 & 13.73 & 10.03 & 8.87 & 14.14 & 11.44 & 15.81 \\
- & Paraphrase & 9.45 & 8.69 & 9.34 & 9.13 & 11.63 & 7.63 & 8.54 & 7.05 & 8.28 & 9.06 & 9.51 & 7.03 \\
- & Portability & 3.57 & 4.45 & 3.03 & 2.78 & 5.01 & 4.69 & 5.71 & 4.06 & 4.04 & 4.21 & 2.87 & 4.32 \\
- & Counterfactual & 1.70 & 1.59 & 2.36 & 1.75 & 2.05 & 2.44 & 1.65 & 1.97 & 1.51 & 2.00 & 2.74 & 1.20 \\
- & Factual & 6.41 & 4.53 & 7.96 & 8.19 & 9.18 & 7.95 & 7.81 & 7.78 & 7.93 & 7.41 & 8.43 & 8.73 \\
- & Locality & 32.44 & 30.61 & 32.88 & 31.01 & 30.76 & 30.75 & 28.29 & 33.43 & 32.03 & 30.00 & 31.08 & 32.02 \\
+ & Reliability & 12.50 & 12.17 & 10.10 & 13.87 & 12.28 & 9.55 & 9.92 & 9.28 & 12.00 & 10.99 & 9.41 & 10.49 \\
+ & Generality & 14.48 & 14.17 & 9.94 & 10.48 & 10.67 & 9.15 & 13.80 & 9.87 & 9.46 & 12.30 & 11.69 & 13.06 \\
+ & Paraphrase & 8.45 & 8.95 & 7.62 & 9.59 & 11.36 & 7.63 & 9.08 & 7.04 & 8.79 & 9.49 & 9.99 & 9.06 \\
+ & Portability & 3.14 & 5.47 & 2.94 & 3.54 & 5.25 & 4.28 & 6.25 & 4.12 & 4.74 & 3.43 & 5.05 & 3.65 \\
+ & Counterfactual & 2.81 & 1.31 & 2.47 & 2.51 & 3.21 & 2.19 & 2.43 & 2.59 & 1.84 & 2.08 & 3.11 & 2.71 \\
+ & Factual & 7.66 & 6.69 & 7.41 & 7.44 & 7.63 & 7.81 & 8.08 & 8.18 & 7.61 & 7.69 & 7.27 & 8.54 \\
+ & Locality & 28.92 & 29.33 & 33.77 & 31.27 & 28.92 & 31.55 & 28.89 & 28.97 & 28.14 & 30.94 & 34.13 & 31.93 \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2022)}
@@ -26,13 +26,13 @@ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 12.61 & 10.44 & 13.20 & 10.94 & 9.72 & 12.75 & 8.55 & 9.26 & 9.50 & 10.22 & 10.79 & 10.60 \\
- & Generality & 13.20 & 10.95 & 12.62 & 15.36 & 10.28 & 10.06 & 11.57 & 12.18 & 10.65 & 10.21 & 8.52 & 10.51 \\
- & Paraphrase & 9.43 & 10.04 & 9.83 & 7.81 & 9.71 & 14.78 & 9.20 & 7.79 & 8.79 & 6.37 & 8.35 & 7.09 \\
- & Portability & 5.15 & 5.93 & 4.28 & 3.75 & 6.01 & 4.05 & 3.06 & 5.09 & 3.97 & 2.19 & 3.76 & 2.16 \\
- & Counterfactual & 1.89 & 1.70 & 2.55 & 2.66 & 2.73 & 2.43 & 3.38 & 2.42 & 1.98 & 3.73 & 1.46 & 2.93 \\
- & Factual & 7.83 & 10.74 & 9.65 & 7.66 & 8.51 & 10.34 & 10.40 & 8.54 & 7.20 & 10.22 & 7.64 & 8.52 \\
- & Locality & 30.84 & 30.63 & 30.93 & 35.50 & 32.11 & 28.31 & 33.60 & 30.48 & 32.73 & 34.98 & 30.77 & 31.93 \\
+ & Reliability & 14.19 & 11.02 & 11.03 & 10.04 & 9.68 & 11.79 & 8.87 & 9.53 & 9.10 & 9.46 & 9.37 & 11.41 \\
+ & Generality & 12.10 & 11.40 & 11.87 & 14.78 & 11.00 & 11.25 & 10.55 & 10.97 & 10.62 & 10.35 & 9.07 & 10.57 \\
+ & Paraphrase & 8.52 & 9.48 & 10.10 & 9.51 & 7.87 & 12.13 & 11.74 & 8.07 & 8.41 & 5.88 & 7.61 & 8.22 \\
+ & Portability & 4.48 & 6.36 & 3.96 & 4.71 & 6.58 & 3.77 & 5.20 & 4.70 & 5.16 & 2.78 & 2.57 & 2.55 \\
+ & Counterfactual & 2.50 & 1.93 & 3.33 & 2.54 & 2.93 & 2.77 & 1.91 & 2.60 & 2.90 & 2.45 & 1.82 & 3.01 \\
+ & Factual & 8.69 & 8.55 & 10.25 & 7.94 & 8.69 & 8.11 & 8.98 & 9.89 & 6.93 & 8.90 & 5.85 & 8.33 \\
+ & Locality & 33.22 & 31.04 & 31.88 & 34.22 & 32.90 & 32.46 & 29.90 & 30.31 & 32.36 & 30.23 & 27.92 & 29.60 \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2023)}
@@ -46,13 +46,13 @@ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 10.76 & 10.23 & 8.74 & 8.40 & 9.82 & 8.92 & 9.78 & 9.09 & 9.42 & 8.33 & 10.51 & 6.80 \\
- & Generality & 9.65 & 11.66 & 10.39 & 11.22 & 11.03 & 10.04 & 9.21 & 13.72 & 10.73 & 9.96 & 10.19 & 9.91 \\
- & Paraphrase & 5.70 & 7.91 & 6.10 & 7.71 & 10.27 & 7.78 & 7.76 & 4.90 & 7.08 & 8.77 & 7.02 & 8.43 \\
- & Portability & 3.16 & 2.61 & 4.01 & 3.46 & 4.70 & 3.40 & 3.81 & 4.89 & 3.71 & 3.57 & 2.91 & 3.09 \\
- & Counterfactual & 2.50 & 1.90 & 2.47 & 2.39 & 2.06 & 1.57 & 4.03 & 2.88 & 3.92 & 2.58 & 2.50 & 2.89 \\
- & Factual & 6.54 & 7.68 & 7.20 & 9.33 & 7.84 & 6.22 & 8.23 & 8.29 & 9.24 & 7.24 & 5.70 & 6.68 \\
- & Locality & 32.60 & 34.81 & 33.77 & 31.72 & 33.21 & 34.48 & 27.99 & 32.10 & 29.64 & 30.16 & 35.65 & 29.13 \\
+ & Reliability & 11.88 & 10.44 & 10.33 & 10.52 & 9.15 & 11.24 & 8.26 & 7.60 & 9.64 & 10.55 & 8.08 & 8.12 \\
+ & Generality & 9.17 & 10.30 & 13.09 & 11.41 & 12.73 & 11.69 & 11.40 & 14.47 & 12.07 & 9.74 & 9.99 & 11.22 \\
+ & Paraphrase & 7.49 & 8.22 & 6.50 & 8.64 & 8.04 & 7.36 & 8.30 & 6.34 & 7.55 & 9.46 & 6.59 & 8.38 \\
+ & Portability & 3.51 & 1.68 & 3.84 & 3.98 & 2.72 & 3.11 & 3.41 & 5.30 & 4.26 & 3.83 & 2.68 & 2.97 \\
+ & Counterfactual & 3.24 & 2.42 & 2.70 & 2.38 & 2.34 & 3.84 & 3.37 & 3.30 & 3.82 & 1.99 & 2.04 & 3.87 \\
+ & Factual & 6.72 & 7.77 & 7.38 & 8.86 & 11.26 & 8.37 & 5.82 & 7.69 & 7.46 & 8.07 & 6.58 & 8.12 \\
+ & Locality & 32.54 & 29.49 & 32.87 & 34.19 & 29.06 & 29.84 & 29.54 & 33.75 & 33.35 & 30.80 & 29.29 & 31.29 \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2024)}
@@ -66,12 +66,12 @@ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 10.80 & 8.45 & 7.97 & 12.13 &   &   &   &   &   &   &   &   \\
- & Paraphrase & 7.34 & 6.44 & 6.76 & 6.72 &   &   &   &   &   &   &   &   \\
- & Portability & 3.50 & 3.57 & 4.10 & 4.72 &   &   &   &   &   &   &   &   \\
- & Counterfactual & 1.68 & 1.46 & 2.69 & 1.36 &   &   &   &   &   &   &   &   \\
- & Factual & 7.30 & 4.58 & 8.83 & 8.89 &   &   &   &   &   &   &   &   \\
- & Locality & 36.90 & 38.66 & 35.67 & 34.46 &   &   &   &   &   &   &   &   \\
+ & Reliability & 10.23 & 9.41 & 8.57 & 11.16 &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 7.95 & 8.47 & 6.62 & 6.19 &   &   &   &   &   &   &   &   \\
+ & Portability & 3.07 & 3.64 & 4.18 & 4.21 &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 4.10 & 1.88 & 1.53 & 1.06 &   &   &   &   &   &   &   &   \\
+ & Factual & 6.26 & 7.15 & 7.51 & 8.18 &   &   &   &   &   &   &   &   \\
+ & Locality & 38.47 & 37.29 & 35.32 & 44.11 &   &   &   &   &   &   &   &   \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2025)}

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv

@@ -1,2 +1,2 @@
 reliability,generality,paraphrase,portability,counterfactual,factual,locality
-10.409180613444448,11.495444776465948,8.31955698774341,3.976319357826274,2.273318232198946,7.935810466448003,32.17855842300095
+10.40987854572298,11.4781050326799,8.45343861601322,4.08706807265829,2.6061912333916095,7.895794933931377,31.708239273221697

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex

@@ -1,2 +1,2 @@
  & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
- & 10.41 & 11.50 & 8.32 & 3.98 & 2.27 & 7.94 & 32.18 \\
+ & 10.41 & 11.48 & 8.45 & 4.09 & 2.61 & 7.90 & 31.71 \\

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex

@@ -6,13 +6,13 @@
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 8.67 & 9.21 & 9.23 & 12.12 & 7.57 & 7.41 & 8.06 & 7.05 & 6.25 & 9.80 & 7.34 & 8.23 \\
- & Generality & 13.10 & 10.20 & 8.33 & 9.09 & 8.55 & 9.12 & 13.33 & 7.37 & 8.81 & 12.25 & 9.17 & 12.12 \\
- & Paraphrase & 7.06 & 4.93 & 7.44 & 6.67 & 7.89 & 5.41 & 5.28 & 4.81 & 3.12 & 5.64 & 6.42 & 6.06 \\
- & Portability & 1.70 & 1.36 & 2.11 & 1.67 & 1.36 & 1.90 & 2.26 & 3.14 & 2.03 & 1.68 & 1.28 & 2.38 \\
- & Counterfactual & 5.04 & 4.93 & 5.65 & 4.24 & 5.92 & 5.98 & 4.72 & 5.77 & 4.55 & 4.90 & 6.42 & 3.03 \\
- & Factual & 13.51 & 9.87 & 18.75 & 16.06 & 18.75 & 17.95 & 16.39 & 16.03 & 16.48 & 17.89 & 17.74 & 19.05 \\
- & Locality & 26.99 & 29.09 & 28.27 & 27.62 & 24.55 & 27.00 & 26.42 & 28.25 & 26.42 & 27.61 & 28.51 & 27.38 \\
+ & Reliability & 8.87 & 6.25 & 5.95 & 12.42 & 9.54 & 5.98 & 7.50 & 6.73 & 6.53 & 7.84 & 6.73 & 6.49 \\
+ & Generality & 13.71 & 11.51 & 8.04 & 8.48 & 8.22 & 8.26 & 13.33 & 8.65 & 8.52 & 11.03 & 10.70 & 10.82 \\
+ & Paraphrase & 5.44 & 4.93 & 5.65 & 8.18 & 8.55 & 5.41 & 5.00 & 4.17 & 5.68 & 5.15 & 6.12 & 6.93 \\
+ & Portability & 1.70 & 1.36 & 1.27 & 1.67 & 2.27 & 1.52 & 3.40 & 1.79 & 2.03 & 1.01 & 3.83 & 1.79 \\
+ & Counterfactual & 6.85 & 3.95 & 4.76 & 6.97 & 9.21 & 5.13 & 5.83 & 7.05 & 5.40 & 4.41 & 7.65 & 6.93 \\
+ & Factual & 16.94 & 13.49 & 18.45 & 15.45 & 18.09 & 16.24 & 16.94 & 17.31 & 16.19 & 16.91 & 17.13 & 18.61 \\
+ & Locality & 24.72 & 26.36 & 30.80 & 26.36 & 25.45 & 27.00 & 26.42 & 26.01 & 23.17 & 28.96 & 31.06 & 25.60 \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2022)}
@@ -26,13 +26,13 @@ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 7.71 & 7.59 & 10.42 & 7.86 & 5.62 & 8.79 & 6.43 & 6.46 & 6.27 & 7.66 & 6.28 & 6.54 \\
- & Generality & 9.88 & 8.48 & 10.16 & 12.14 & 7.81 & 10.04 & 9.00 & 10.54 & 9.25 & 6.85 & 7.11 & 9.81 \\
- & Paraphrase & 5.78 & 6.25 & 7.55 & 3.57 & 6.56 & 10.46 & 6.43 & 5.78 & 5.07 & 4.44 & 4.60 & 3.27 \\
- & Portability & 1.68 & 1.69 & 1.71 & 0.47 & 3.73 & 0.55 & 1.63 & 3.32 & 1.33 & 0.63 & 0.68 & 0.74 \\
- & Counterfactual & 4.82 & 3.57 & 7.55 & 7.14 & 6.88 & 5.86 & 6.75 & 5.78 & 4.78 & 8.06 & 4.18 & 7.48 \\
- & Factual & 16.14 & 22.32 & 19.53 & 15.71 & 18.75 & 20.08 & 20.90 & 19.39 & 14.93 & 19.76 & 15.48 & 16.36 \\
- & Locality & 26.94 & 26.40 & 27.05 & 30.05 & 26.14 & 25.14 & 28.86 & 25.12 & 27.11 & 30.82 & 25.34 & 30.88 \\
+ & Reliability & 9.64 & 7.14 & 8.85 & 6.79 & 6.56 & 7.11 & 6.75 & 6.46 & 5.37 & 7.26 & 4.60 & 7.48 \\
+ & Generality & 9.40 & 8.93 & 10.16 & 12.50 & 9.38 & 7.95 & 8.68 & 9.52 & 9.25 & 8.06 & 6.69 & 11.68 \\
+ & Paraphrase & 5.78 & 5.36 & 6.77 & 6.43 & 4.06 & 9.62 & 9.00 & 6.46 & 5.97 & 5.24 & 3.77 & 5.61 \\
+ & Portability & 1.35 & 1.69 & 2.05 & 1.88 & 3.32 & 1.09 & 3.25 & 2.84 & 2.67 & 0.63 & 0.68 & 0.74 \\
+ & Counterfactual & 5.78 & 5.36 & 7.03 & 6.07 & 6.56 & 7.11 & 5.47 & 6.80 & 7.76 & 6.85 & 3.77 & 8.41 \\
+ & Factual & 17.35 & 15.62 & 20.83 & 18.57 & 16.56 & 15.90 & 18.01 & 19.73 & 14.63 & 16.53 & 11.30 & 17.29 \\
+ & Locality & 28.28 & 26.97 & 27.74 & 29.58 & 28.22 & 27.32 & 26.42 & 27.01 & 28.00 & 25.79 & 23.29 & 29.41 \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2023)}
@@ -46,13 +46,13 @@ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 6.98 & 8.14 & 6.05 & 6.99 & 6.16 & 6.06 & 6.14 & 5.78 & 6.37 & 5.07 & 7.46 & 4.39 \\
- & Generality & 7.64 & 10.17 & 9.24 & 9.84 & 11.23 & 9.47 & 6.86 & 10.47 & 9.74 & 8.33 & 8.58 & 6.83 \\
- & Paraphrase & 1.99 & 6.78 & 3.50 & 5.18 & 7.61 & 6.06 & 5.78 & 2.89 & 4.87 & 5.80 & 5.22 & 5.85 \\
- & Portability & 1.52 & 0.00 & 2.31 & 1.81 & 1.05 & 2.08 & 1.04 & 2.22 & 1.41 & 0.00 & 0.61 & 0.79 \\
- & Counterfactual & 5.65 & 4.41 & 6.05 & 6.74 & 5.43 & 4.17 & 9.75 & 7.94 & 7.12 & 5.07 & 7.09 & 6.83 \\
- & Factual & 14.95 & 15.59 & 16.24 & 19.17 & 17.03 & 12.88 & 16.97 & 17.33 & 18.73 & 15.22 & 11.57 & 14.63 \\
- & Locality & 27.78 & 30.14 & 29.17 & 29.35 & 30.53 & 29.17 & 26.04 & 28.89 & 28.17 & 27.01 & 31.29 & 27.56 \\
+ & Reliability & 6.98 & 8.14 & 7.96 & 6.22 & 6.88 & 8.33 & 5.42 & 3.25 & 6.37 & 7.25 & 5.97 & 5.37 \\
+ & Generality & 8.97 & 10.17 & 11.46 & 9.84 & 11.59 & 11.74 & 7.58 & 10.47 & 10.11 & 8.70 & 8.96 & 7.80 \\
+ & Paraphrase & 3.32 & 6.44 & 4.14 & 4.66 & 5.80 & 4.92 & 5.78 & 3.25 & 5.24 & 6.88 & 5.22 & 5.85 \\
+ & Portability & 1.01 & 0.00 & 2.31 & 1.81 & 0.00 & 1.56 & 1.56 & 3.33 & 2.82 & 0.57 & 1.84 & 0.00 \\
+ & Counterfactual & 7.31 & 5.42 & 6.37 & 6.99 & 6.16 & 9.09 & 8.30 & 7.58 & 6.37 & 5.07 & 6.34 & 6.83 \\
+ & Factual & 14.29 & 16.95 & 14.65 & 17.88 & 21.01 & 16.67 & 12.27 & 16.25 & 14.61 & 17.39 & 13.43 & 19.02 \\
+ & Locality & 28.79 & 26.79 & 27.78 & 29.71 & 26.32 & 22.92 & 26.04 & 30.00 & 30.99 & 25.86 & 25.15 & 26.77 \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2024)}
@@ -66,12 +66,12 @@ Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 7.89 & 5.00 & 6.57 & 6.38 &   &   &   &   &   &   &   &   \\
- & Paraphrase & 4.55 & 3.33 & 4.87 & 3.55 &   &   &   &   &   &   &   &   \\
- & Portability & 1.74 & 2.06 & 1.28 & 1.11 &   &   &   &   &   &   &   &   \\
- & Counterfactual & 5.02 & 3.33 & 4.38 & 2.84 &   &   &   &   &   &   &   &   \\
- & Factual & 17.46 & 12.33 & 18.73 & 21.99 &   &   &   &   &   &   &   &   \\
- & Locality & 30.43 & 30.41 & 31.49 & 30.00 &   &   &   &   &   &   &   &   \\
+ & Reliability & 6.94 & 5.67 & 5.35 & 6.38 &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 5.02 & 5.00 & 3.89 & 2.84 &   &   &   &   &   &   &   &   \\
+ & Portability & 1.30 & 1.03 & 1.28 & 0.00 &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 7.66 & 4.33 & 3.65 & 3.55 &   &   &   &   &   &   &   &   \\
+ & Factual & 15.07 & 17.00 & 17.03 & 20.57 &   &   &   &   &   &   &   &   \\
+ & Locality & 32.61 & 29.90 & 30.21 & 36.67 &   &   &   &   &   &   &   &   \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2025)}

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv

@@ -1,2 +1,2 @@
 reliability,generality,paraphrase,portability,counterfactual,factual,locality
-7.371847030105777,9.609800362976406,5.500406834825061,1.6235294117647059,5.638730675345809,16.883645240032546,28.03529411764706
+7.030105777054516,9.854809437386571,5.5899104963384865,1.7411764705882353,6.297803091944671,16.696501220504476,27.564705882352943

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex

@@ -1,2 +1,2 @@
  & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
- & 7.37 & 9.61 & 5.50 & 1.62 & 5.64 & 16.88 & 28.04 \\
+ & 7.03 & 9.85 & 5.59 & 1.74 & 6.30 & 16.70 & 27.56 \\

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1.tex

@@ -6,13 +6,13 @@
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 12.57 &   &   &   &   &   &   &   &   &   &   &   \\
- & Generality & 14.03 &   &   &   &   &   &   &   &   &   &   &   \\
- & Paraphrase & 8.52 &   &   &   &   &   &   &   &   &   &   &   \\
- & Portability & 4.25 &   &   &   &   &   &   &   &   &   &   &   \\
- & Counterfactual & 1.00 &   &   &   &   &   &   &   &   &   &   &   \\
- & Factual & 7.05 &   &   &   &   &   &   &   &   &   &   &   \\
- & Locality & 28.40 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Reliability & 14.59 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 14.86 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 8.70 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 5.62 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 3.18 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 9.67 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 31.81 &   &   &   &   &   &   &   &   &   &   &   \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2022)}

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.csv

@@ -1,2 +1,2 @@
 reliability,generality,paraphrase,portability,counterfactual,factual,locality
-12.572222222222221,14.026334776334776,8.522893772893774,4.253717297195558,1.0,7.054761904761904,28.403496664366234
+14.591097791097788,14.855383505383504,8.70067155067155,5.6197908371821415,3.1818181818181817,9.669047619047618,31.80699332873246

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_avg_f1_by_type.tex

@@ -1,2 +1,2 @@
  & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
- & 12.57 & 14.03 & 8.52 & 4.25 & 1.00 & 7.05 & 28.40 \\
+ & 14.59 & 14.86 & 8.70 & 5.62 & 3.18 & 9.67 & 31.81 \\

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy.tex

@@ -6,13 +6,13 @@
 \hline
 Model & Type & 01 & 02 & 03 & 04 & 05 & 06 & 07 & 08 & 09 & 10 & 11 & 12 \\
 \midrule
- & Reliability & 7.00 &   &   &   &   &   &   &   &   &   &   &   \\
- & Generality & 11.00 &   &   &   &   &   &   &   &   &   &   &   \\
- & Paraphrase & 4.00 &   &   &   &   &   &   &   &   &   &   &   \\
- & Portability & 0.00 &   &   &   &   &   &   &   &   &   &   &   \\
- & Counterfactual & 0.00 &   &   &   &   &   &   &   &   &   &   &   \\
- & Factual & 16.00 &   &   &   &   &   &   &   &   &   &   &   \\
- & Locality & 27.54 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Reliability & 9.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Generality & 15.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Paraphrase & 7.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Portability & 5.80 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Counterfactual & 6.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Factual & 19.00 &   &   &   &   &   &   &   &   &   &   &   \\
+ & Locality & 24.64 &   &   &   &   &   &   &   &   &   &   &   \\
 \hline
 \end{tabular}
 \caption{Monthly evaluation results for  (2022)}

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.csv

@@ -1,2 +1,2 @@
 reliability,generality,paraphrase,portability,counterfactual,factual,locality
-7.000000000000001,11.0,4.0,0.0,0.0,16.0,27.536231884057973
+9.0,15.0,7.000000000000001,5.797101449275362,6.0,19.0,24.637681159420293

YWZBrandon-google_gemma-3-1b-pt_full_upsample1000_predict_mask_evalds100/wikidyk2022-2025_01082025_gpt-4o_evalv2_pages_formatted_combined_v2_eval_match_accuracy_by_type.tex

@@ -1,2 +1,2 @@
  & reliability & generality & paraphrase & portability & counterfactual & factual & locality \\
- & 7.00 & 11.00 & 4.00 & 0.00 & 0.00 & 16.00 & 27.54 \\
+ & 9.00 & 15.00 & 7.00 & 5.80 & 6.00 & 19.00 & 24.64 \\