Add scripts for all benchmark files

Amazon-Review-2023.py

@@ -34,19 +34,44 @@ class RawReviewAmazonReview2023Config(datasets.BuilderConfig):
         self.data_dir = f'raw/review_categories/{self.domain}.jsonl'
 
 
-class BenchmarkRatingOnlyAmazonReview2023Config(datasets.BuilderConfig):
+class RatingOnlyAmazonReview2023Config(datasets.BuilderConfig):
     def __init__(self, **kwargs):
-        super(BenchmarkRatingOnlyAmazonReview2023Config, self).__init__(**kwargs)
+        super(RatingOnlyAmazonReview2023Config, self).__init__(**kwargs)
 
         self.suffix = 'csv'
         self.kcore = self.name[:len('0core')]
         self.domain = self.name[len(f'0core_rating_only_'):]
         self.description = \
-            f'This is the preprocessed benchmark in domain: {self.domain}.' \
+            f'This is the preprocessed file that only contains <user, item, rating, timestamp> in domain: {self.domain}.\n' \
             f'The preprocessing includes {self.kcore} filtering and <user, item> interaction deduplication'
         self.data_dir = f'benchmark/{self.kcore}/rating_only/{self.domain}.csv'
 
 
+class BenchmarkAmazonReview2023Config(datasets.BuilderConfig):
+    def __init__(self, **kwargs):
+        super(BenchmarkAmazonReview2023Config, self).__init__(**kwargs)
+
+        self.suffix = 'csv'
+        self.split = None
+        for potential_split in ['last_out_w_his', 'timestamp_w_his', 'last_out', 'timestamp']:
+            if potential_split in self.name:
+                self.split = potential_split
+                break
+        if self.split is None:
+            ValueError(f'Cannot find valid split for {self.name}')
+        self.kcore = self.name[:len('0core')]
+        self.domain = self.name[len(f'0core_{self.split}_'):]
+        self.description = \
+            f'This is the preprocessed benchmark in domain: {self.domain}.' \
+            f'The preprocessing includes {self.kcore} filtering, <user, item> interaction deduplication, ' \
+            f'as well as split by {self.split}.'
+        self.data_dir = {
+            'train': f'benchmark/{self.kcore}/{self.split}/{self.domain}.train.csv',
+            'valid': f'benchmark/{self.kcore}/{self.split}/{self.domain}.valid.csv',
+            'test': f'benchmark/{self.kcore}/{self.split}/{self.domain}.test.csv'
+        }
+
+
 class AmazonReview2023(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [
         # Raw item metadata
@@ -120,69 +145,325 @@ class AmazonReview2023(datasets.GeneratorBasedBuilder):
         RawReviewAmazonReview2023Config(name='raw_review_Appliances'),
         RawReviewAmazonReview2023Config(name='raw_review_Movies_and_TV'),
         # Rating only - 0core
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_All_Beauty'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Toys_and_Games'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Cell_Phones_and_Accessories'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Industrial_and_Scientific'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Gift_Cards'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Musical_Instruments'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Electronics'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Handmade_Products'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Arts_Crafts_and_Sewing'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Baby_Products'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Health_and_Household'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Office_Products'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Digital_Music'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Grocery_and_Gourmet_Food'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Sports_and_Outdoors'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Home_and_Kitchen'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Subscription_Boxes'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Tools_and_Home_Improvement'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Pet_Supplies'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Video_Games'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Kindle_Store'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Clothing_Shoes_and_Jewelry'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Patio_Lawn_and_Garden'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Unknown'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Books'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Automotive'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_CDs_and_Vinyl'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Beauty_and_Personal_Care'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Amazon_Fashion'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Magazine_Subscriptions'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Software'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Health_and_Personal_Care'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Appliances'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='0core_rating_only_Movies_and_TV'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_All_Beauty'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Toys_and_Games'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Cell_Phones_and_Accessories'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Industrial_and_Scientific'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Gift_Cards'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Musical_Instruments'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Electronics'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Handmade_Products'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Arts_Crafts_and_Sewing'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Baby_Products'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Health_and_Household'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Office_Products'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Digital_Music'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Grocery_and_Gourmet_Food'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Sports_and_Outdoors'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Home_and_Kitchen'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Subscription_Boxes'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Tools_and_Home_Improvement'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Pet_Supplies'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Video_Games'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Kindle_Store'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Clothing_Shoes_and_Jewelry'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Patio_Lawn_and_Garden'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Unknown'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Books'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Automotive'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_CDs_and_Vinyl'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Beauty_and_Personal_Care'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Amazon_Fashion'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Magazine_Subscriptions'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Software'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Health_and_Personal_Care'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Appliances'),
+        RatingOnlyAmazonReview2023Config(name='0core_rating_only_Movies_and_TV'),
         # Rating only - 5core
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_All_Beauty'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Toys_and_Games'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Cell_Phones_and_Accessories'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Industrial_and_Scientific'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Gift_Cards'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Musical_Instruments'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Electronics'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Arts_Crafts_and_Sewing'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Baby_Products'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Health_and_Household'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Office_Products'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Grocery_and_Gourmet_Food'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Sports_and_Outdoors'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Home_and_Kitchen'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Tools_and_Home_Improvement'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Pet_Supplies'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Video_Games'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Kindle_Store'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Clothing_Shoes_and_Jewelry'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Patio_Lawn_and_Garden'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Unknown'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Books'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Automotive'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_CDs_and_Vinyl'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Beauty_and_Personal_Care'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Magazine_Subscriptions'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Software'),
-        BenchmarkRatingOnlyAmazonReview2023Config(name='5core_rating_only_Movies_and_TV'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_All_Beauty'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Toys_and_Games'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Cell_Phones_and_Accessories'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Industrial_and_Scientific'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Gift_Cards'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Musical_Instruments'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Electronics'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Arts_Crafts_and_Sewing'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Baby_Products'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Health_and_Household'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Office_Products'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Grocery_and_Gourmet_Food'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Sports_and_Outdoors'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Home_and_Kitchen'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Tools_and_Home_Improvement'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Pet_Supplies'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Video_Games'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Kindle_Store'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Clothing_Shoes_and_Jewelry'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Patio_Lawn_and_Garden'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Unknown'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Books'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Automotive'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_CDs_and_Vinyl'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Beauty_and_Personal_Care'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Magazine_Subscriptions'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Software'),
+        RatingOnlyAmazonReview2023Config(name='5core_rating_only_Movies_and_TV'),
+        # Benchmark - last_out - 0core
+        BenchmarkAmazonReview2023Config(name='0core_last_out_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Electronics'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Handmade_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Digital_Music'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Subscription_Boxes'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Unknown'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Books'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Automotive'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Amazon_Fashion'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Software'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Health_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Appliances'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_Movies_and_TV'),
+        # Benchmark - last_out - 5core
+        BenchmarkAmazonReview2023Config(name='5core_last_out_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Electronics'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Unknown'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Books'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Automotive'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Software'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_Movies_and_TV'),
+        # Benchmark - last_out_w_his - 0core
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Electronics'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Handmade_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Digital_Music'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Subscription_Boxes'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Unknown'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Books'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Automotive'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Amazon_Fashion'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Software'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Health_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Appliances'),
+        BenchmarkAmazonReview2023Config(name='0core_last_out_w_his_Movies_and_TV'),
+        # Benchmark - last_out_w_his - 5core
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Electronics'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Unknown'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Books'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Automotive'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Software'),
+        BenchmarkAmazonReview2023Config(name='5core_last_out_w_his_Movies_and_TV'),
+        # Benchmark - timestamp - 0core
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Electronics'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Handmade_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Digital_Music'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Subscription_Boxes'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Unknown'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Books'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Automotive'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Amazon_Fashion'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Software'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Health_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Appliances'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_Movies_and_TV'),
+        # Benchmark - timestamp - 5core
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Electronics'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Unknown'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Books'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Automotive'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Software'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_Movies_and_TV'),
+        # Benchmark - timestamp_w_his - 0core
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Electronics'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Handmade_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Digital_Music'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Subscription_Boxes'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Unknown'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Books'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Automotive'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Amazon_Fashion'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Software'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Health_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Appliances'),
+        BenchmarkAmazonReview2023Config(name='0core_timestamp_w_his_Movies_and_TV'),
+        # Benchmark - timestamp_w_his - 5core
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_All_Beauty'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Toys_and_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Cell_Phones_and_Accessories'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Industrial_and_Scientific'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Gift_Cards'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Musical_Instruments'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Electronics'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Arts_Crafts_and_Sewing'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Baby_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Health_and_Household'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Office_Products'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Grocery_and_Gourmet_Food'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Sports_and_Outdoors'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Home_and_Kitchen'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Tools_and_Home_Improvement'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Pet_Supplies'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Video_Games'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Kindle_Store'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Clothing_Shoes_and_Jewelry'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Patio_Lawn_and_Garden'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Unknown'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Books'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Automotive'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_CDs_and_Vinyl'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Beauty_and_Personal_Care'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Magazine_Subscriptions'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Software'),
+        BenchmarkAmazonReview2023Config(name='5core_timestamp_w_his_Movies_and_TV'),
     ]
 
     def _info(self):
@@ -226,12 +507,16 @@ class AmazonReview2023(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         dl_dir = dl_manager.download_and_extract(self.config.data_dir)
-        return [
-            datasets.SplitGenerator(
-                name='full',
-                gen_kwargs={"filepath": dl_dir}
-            )
-        ]
+        if isinstance(self.config, BenchmarkAmazonReview2023Config):
+            return [
+                datasets.SplitGenerator(name='train', gen_kwargs={"filepath": dl_dir['train']}),
+                datasets.SplitGenerator(name='valid', gen_kwargs={"filepath": dl_dir['valid']}),
+                datasets.SplitGenerator(name='test', gen_kwargs={"filepath": dl_dir['test']}),
+            ]
+        else:
+            return [
+                datasets.SplitGenerator(name='full', gen_kwargs={"filepath": dl_dir})
+            ]
 
     def _generate_examples(self, filepath):
         with open(filepath, 'r', encoding='utf-8') as file: