--- annotations_creators: - derived language: - eng license: mit multilinguality: monolingual source_datasets: - KaLM-Embedding/LMEB task_categories: - text-retrieval task_ids: - multiple-choice-qa dataset_info: - config_name: default_claude_long__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 504470 num_examples: 196 download_size: 303686 dataset_size: 504470 - config_name: default_claude_long__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 14313 num_examples: 347 download_size: 3537 dataset_size: 14313 - config_name: default_claude_long__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 17257 num_examples: 98 download_size: 4823 dataset_size: 17257 - config_name: default_claude_long__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 504470 num_examples: 196 download_size: 303686 dataset_size: 504470 - config_name: default_claude_long__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 16342 num_examples: 393 download_size: 3672 dataset_size: 16342 - config_name: default_claude_long__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 20887 num_examples: 122 download_size: 5192 dataset_size: 20887 - config_name: default_claude_long__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 504470 num_examples: 196 download_size: 303686 dataset_size: 504470 - config_name: default_claude_long__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 201 num_examples: 5 download_size: 1796 dataset_size: 201 - config_name: default_claude_long__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1284 num_examples: 5 download_size: 2627 dataset_size: 1284 - config_name: default_claude_long__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 504470 num_examples: 196 download_size: 303686 dataset_size: 504470 - config_name: default_claude_long__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 201 num_examples: 5 download_size: 1796 dataset_size: 201 - config_name: default_claude_long__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 834 num_examples: 5 download_size: 2195 dataset_size: 834 - config_name: default_claude_long__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 504470 num_examples: 196 download_size: 303686 dataset_size: 504470 - config_name: default_claude_long__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 17091 num_examples: 412 download_size: 3835 dataset_size: 17091 - config_name: default_claude_long__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 21096 num_examples: 132 download_size: 5305 dataset_size: 21096 - config_name: default_claude_long__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 504470 num_examples: 196 download_size: 303686 dataset_size: 504470 - config_name: default_claude_long__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 18732 num_examples: 451 download_size: 3962 dataset_size: 18732 - config_name: default_claude_long__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 22918 num_examples: 144 download_size: 5651 dataset_size: 22918 - config_name: default_claude_short__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 50971 num_examples: 19 download_size: 40491 dataset_size: 50971 - config_name: default_claude_short__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 2985 num_examples: 74 download_size: 2178 dataset_size: 2985 - config_name: default_claude_short__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 9388 num_examples: 52 download_size: 3707 dataset_size: 9388 - config_name: default_claude_short__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 50971 num_examples: 19 download_size: 40491 dataset_size: 50971 - config_name: default_claude_short__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 3879 num_examples: 96 download_size: 2290 dataset_size: 3879 - config_name: default_claude_short__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 12142 num_examples: 71 download_size: 4032 dataset_size: 12142 - config_name: default_claude_short__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 50971 num_examples: 19 download_size: 40491 dataset_size: 50971 - config_name: default_claude_short__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1788 dataset_size: 198 - config_name: default_claude_short__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1340 num_examples: 5 download_size: 2763 dataset_size: 1340 - config_name: default_claude_short__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 50971 num_examples: 19 download_size: 40491 dataset_size: 50971 - config_name: default_claude_short__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1788 dataset_size: 198 - config_name: default_claude_short__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 890 num_examples: 5 download_size: 2303 dataset_size: 890 - config_name: default_claude_short__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 50971 num_examples: 19 download_size: 40491 dataset_size: 50971 - config_name: default_claude_short__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 3957 num_examples: 98 download_size: 2304 dataset_size: 3957 - config_name: default_claude_short__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11362 num_examples: 71 download_size: 3768 dataset_size: 11362 - config_name: default_claude_short__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 50971 num_examples: 19 download_size: 40491 dataset_size: 50971 - config_name: default_claude_short__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 4037 num_examples: 100 download_size: 2308 dataset_size: 4037 - config_name: default_claude_short__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11272 num_examples: 72 download_size: 3859 dataset_size: 11272 - config_name: default_claude_very_long__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 5060788 num_examples: 1967 download_size: 3013570 dataset_size: 5060788 - config_name: default_claude_very_long__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 35059 num_examples: 827 download_size: 6601 dataset_size: 35059 - config_name: default_claude_very_long__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 16965 num_examples: 95 download_size: 4806 dataset_size: 16965 - config_name: default_claude_very_long__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 5060788 num_examples: 1967 download_size: 3013570 dataset_size: 5060788 - config_name: default_claude_very_long__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 34247 num_examples: 804 download_size: 6237 dataset_size: 34247 - config_name: default_claude_very_long__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 20456 num_examples: 120 download_size: 5113 dataset_size: 20456 - config_name: default_claude_very_long__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 5060788 num_examples: 1967 download_size: 3013570 dataset_size: 5060788 - config_name: default_claude_very_long__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 204 num_examples: 5 download_size: 1803 dataset_size: 204 - config_name: default_claude_very_long__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1305 num_examples: 5 download_size: 2679 dataset_size: 1305 - config_name: default_claude_very_long__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 5060788 num_examples: 1967 download_size: 3013570 dataset_size: 5060788 - config_name: default_claude_very_long__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 204 num_examples: 5 download_size: 1803 dataset_size: 204 - config_name: default_claude_very_long__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 855 num_examples: 5 download_size: 2248 dataset_size: 855 - config_name: default_claude_very_long__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 5060788 num_examples: 1967 download_size: 3013570 dataset_size: 5060788 - config_name: default_claude_very_long__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 35025 num_examples: 820 download_size: 6265 dataset_size: 35025 - config_name: default_claude_very_long__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 22019 num_examples: 137 download_size: 5465 dataset_size: 22019 - config_name: default_claude_very_long__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 5060788 num_examples: 1967 download_size: 3013570 dataset_size: 5060788 - config_name: default_claude_very_long__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 47858 num_examples: 1116 download_size: 7791 dataset_size: 47858 - config_name: default_claude_very_long__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 27953 num_examples: 171 download_size: 6451 dataset_size: 27953 - config_name: default_gpt4o_long__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 612365 num_examples: 196 download_size: 377753 dataset_size: 612365 - config_name: default_gpt4o_long__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 14274 num_examples: 346 download_size: 3533 dataset_size: 14274 - config_name: default_gpt4o_long__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 17252 num_examples: 98 download_size: 4800 dataset_size: 17252 - config_name: default_gpt4o_long__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 612365 num_examples: 196 download_size: 377753 dataset_size: 612365 - config_name: default_gpt4o_long__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 16085 num_examples: 387 download_size: 3640 dataset_size: 16085 - config_name: default_gpt4o_long__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 20663 num_examples: 121 download_size: 5198 dataset_size: 20663 - config_name: default_gpt4o_long__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 612365 num_examples: 196 download_size: 377753 dataset_size: 612365 - config_name: default_gpt4o_long__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 201 num_examples: 5 download_size: 1797 dataset_size: 201 - config_name: default_gpt4o_long__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1284 num_examples: 5 download_size: 2627 dataset_size: 1284 - config_name: default_gpt4o_long__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 612365 num_examples: 196 download_size: 377753 dataset_size: 612365 - config_name: default_gpt4o_long__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 201 num_examples: 5 download_size: 1797 dataset_size: 201 - config_name: default_gpt4o_long__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 834 num_examples: 5 download_size: 2195 dataset_size: 834 - config_name: default_gpt4o_long__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 612365 num_examples: 196 download_size: 377753 dataset_size: 612365 - config_name: default_gpt4o_long__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 16837 num_examples: 406 download_size: 3824 dataset_size: 16837 - config_name: default_gpt4o_long__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 21083 num_examples: 132 download_size: 5299 dataset_size: 21083 - config_name: default_gpt4o_long__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 612365 num_examples: 196 download_size: 377753 dataset_size: 612365 - config_name: default_gpt4o_long__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 18393 num_examples: 443 download_size: 3939 dataset_size: 18393 - config_name: default_gpt4o_long__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 22728 num_examples: 143 download_size: 5592 dataset_size: 22728 - config_name: default_gpt4o_short__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 67241 num_examples: 20 download_size: 52402 dataset_size: 67241 - config_name: default_gpt4o_short__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 3068 num_examples: 76 download_size: 2182 dataset_size: 3068 - config_name: default_gpt4o_short__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 9377 num_examples: 52 download_size: 3717 dataset_size: 9377 - config_name: default_gpt4o_short__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 67241 num_examples: 20 download_size: 52402 dataset_size: 67241 - config_name: default_gpt4o_short__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 4003 num_examples: 99 download_size: 2311 dataset_size: 4003 - config_name: default_gpt4o_short__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 12143 num_examples: 71 download_size: 4055 dataset_size: 12143 - config_name: default_gpt4o_short__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 67241 num_examples: 20 download_size: 52402 dataset_size: 67241 - config_name: default_gpt4o_short__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1786 dataset_size: 198 - config_name: default_gpt4o_short__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1340 num_examples: 5 download_size: 2763 dataset_size: 1340 - config_name: default_gpt4o_short__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 67241 num_examples: 20 download_size: 52402 dataset_size: 67241 - config_name: default_gpt4o_short__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1786 dataset_size: 198 - config_name: default_gpt4o_short__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 890 num_examples: 5 download_size: 2303 dataset_size: 890 - config_name: default_gpt4o_short__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 67241 num_examples: 20 download_size: 52402 dataset_size: 67241 - config_name: default_gpt4o_short__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 4164 num_examples: 103 download_size: 2308 dataset_size: 4164 - config_name: default_gpt4o_short__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11536 num_examples: 72 download_size: 3782 dataset_size: 11536 - config_name: default_gpt4o_short__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 67241 num_examples: 20 download_size: 52402 dataset_size: 67241 - config_name: default_gpt4o_short__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 4283 num_examples: 106 download_size: 2324 dataset_size: 4283 - config_name: default_gpt4o_short__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11439 num_examples: 73 download_size: 3889 dataset_size: 11439 - config_name: sci_fi_claude_long__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 493354 num_examples: 200 download_size: 276887 dataset_size: 493354 - config_name: sci_fi_claude_long__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 13990 num_examples: 339 download_size: 3544 dataset_size: 13990 - config_name: sci_fi_claude_long__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 18093 num_examples: 99 download_size: 5183 dataset_size: 18093 - config_name: sci_fi_claude_long__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 493354 num_examples: 200 download_size: 276887 dataset_size: 493354 - config_name: sci_fi_claude_long__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 16063 num_examples: 387 download_size: 3638 dataset_size: 16063 - config_name: sci_fi_claude_long__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 19885 num_examples: 115 download_size: 5190 dataset_size: 19885 - config_name: sci_fi_claude_long__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 493354 num_examples: 200 download_size: 276887 dataset_size: 493354 - config_name: sci_fi_claude_long__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 203 num_examples: 5 download_size: 1797 dataset_size: 203 - config_name: sci_fi_claude_long__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1357 num_examples: 5 download_size: 2769 dataset_size: 1357 - config_name: sci_fi_claude_long__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 493354 num_examples: 200 download_size: 276887 dataset_size: 493354 - config_name: sci_fi_claude_long__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 203 num_examples: 5 download_size: 1797 dataset_size: 203 - config_name: sci_fi_claude_long__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 907 num_examples: 5 download_size: 2329 dataset_size: 907 - config_name: sci_fi_claude_long__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 493354 num_examples: 200 download_size: 276887 dataset_size: 493354 - config_name: sci_fi_claude_long__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 17651 num_examples: 426 download_size: 3819 dataset_size: 17651 - config_name: sci_fi_claude_long__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 21031 num_examples: 128 download_size: 5390 dataset_size: 21031 - config_name: sci_fi_claude_long__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 493354 num_examples: 200 download_size: 276887 dataset_size: 493354 - config_name: sci_fi_claude_long__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 19068 num_examples: 459 download_size: 3932 dataset_size: 19068 - config_name: sci_fi_claude_long__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 22118 num_examples: 136 download_size: 5828 dataset_size: 22118 - config_name: sci_fi_claude_short__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 49406 num_examples: 20 download_size: 38735 dataset_size: 49406 - config_name: sci_fi_claude_short__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 2580 num_examples: 64 download_size: 2134 dataset_size: 2580 - config_name: sci_fi_claude_short__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 8858 num_examples: 48 download_size: 3693 dataset_size: 8858 - config_name: sci_fi_claude_short__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 49406 num_examples: 20 download_size: 38735 dataset_size: 49406 - config_name: sci_fi_claude_short__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 3804 num_examples: 94 download_size: 2290 dataset_size: 3804 - config_name: sci_fi_claude_short__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11977 num_examples: 71 download_size: 3972 dataset_size: 11977 - config_name: sci_fi_claude_short__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 49406 num_examples: 20 download_size: 38735 dataset_size: 49406 - config_name: sci_fi_claude_short__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1786 dataset_size: 198 - config_name: sci_fi_claude_short__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1360 num_examples: 5 download_size: 2799 dataset_size: 1360 - config_name: sci_fi_claude_short__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 49406 num_examples: 20 download_size: 38735 dataset_size: 49406 - config_name: sci_fi_claude_short__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1786 dataset_size: 198 - config_name: sci_fi_claude_short__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 910 num_examples: 5 download_size: 2338 dataset_size: 910 - config_name: sci_fi_claude_short__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 49406 num_examples: 20 download_size: 38735 dataset_size: 49406 - config_name: sci_fi_claude_short__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 3956 num_examples: 98 download_size: 2305 dataset_size: 3956 - config_name: sci_fi_claude_short__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11557 num_examples: 72 download_size: 3889 dataset_size: 11557 - config_name: sci_fi_claude_short__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 49406 num_examples: 20 download_size: 38735 dataset_size: 49406 - config_name: sci_fi_claude_short__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 3839 num_examples: 95 download_size: 2289 dataset_size: 3839 - config_name: sci_fi_claude_short__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11157 num_examples: 71 download_size: 3894 dataset_size: 11157 - config_name: world_news_claude_long__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 400073 num_examples: 200 download_size: 221574 dataset_size: 400073 - config_name: world_news_claude_long__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 13334 num_examples: 323 download_size: 3531 dataset_size: 13334 - config_name: world_news_claude_long__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 17154 num_examples: 98 download_size: 4887 dataset_size: 17154 - config_name: world_news_claude_long__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 400073 num_examples: 200 download_size: 221574 dataset_size: 400073 - config_name: world_news_claude_long__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 14839 num_examples: 357 download_size: 3706 dataset_size: 14839 - config_name: world_news_claude_long__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 20998 num_examples: 126 download_size: 5237 dataset_size: 20998 - config_name: world_news_claude_long__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 400073 num_examples: 200 download_size: 221574 dataset_size: 400073 - config_name: world_news_claude_long__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 202 num_examples: 5 download_size: 1795 dataset_size: 202 - config_name: world_news_claude_long__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1291 num_examples: 5 download_size: 2680 dataset_size: 1291 - config_name: world_news_claude_long__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 400073 num_examples: 200 download_size: 221574 dataset_size: 400073 - config_name: world_news_claude_long__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 202 num_examples: 5 download_size: 1795 dataset_size: 202 - config_name: world_news_claude_long__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 841 num_examples: 5 download_size: 2210 dataset_size: 841 - config_name: world_news_claude_long__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 400073 num_examples: 200 download_size: 221574 dataset_size: 400073 - config_name: world_news_claude_long__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 16938 num_examples: 408 download_size: 3881 dataset_size: 16938 - config_name: world_news_claude_long__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 22048 num_examples: 138 download_size: 5527 dataset_size: 22048 - config_name: world_news_claude_long__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 400073 num_examples: 200 download_size: 221574 dataset_size: 400073 - config_name: world_news_claude_long__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 18077 num_examples: 434 download_size: 3981 dataset_size: 18077 - config_name: world_news_claude_long__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 22469 num_examples: 145 download_size: 5696 dataset_size: 22469 - config_name: world_news_claude_short__Entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 40430 num_examples: 20 download_size: 32620 dataset_size: 40430 - config_name: world_news_claude_short__Entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 2906 num_examples: 72 download_size: 2155 dataset_size: 2906 - config_name: world_news_claude_short__Entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 8547 num_examples: 49 download_size: 3435 dataset_size: 8547 - config_name: world_news_claude_short__Event_contents-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 40430 num_examples: 20 download_size: 32620 dataset_size: 40430 - config_name: world_news_claude_short__Event_contents-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 4050 num_examples: 100 download_size: 2302 dataset_size: 4050 - config_name: world_news_claude_short__Event_contents-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11694 num_examples: 70 download_size: 3857 dataset_size: 11694 - config_name: world_news_claude_short__Full_event_details-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 40430 num_examples: 20 download_size: 32620 dataset_size: 40430 - config_name: world_news_claude_short__Full_event_details-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1790 dataset_size: 198 - config_name: world_news_claude_short__Full_event_details-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 1259 num_examples: 5 download_size: 2637 dataset_size: 1259 - config_name: world_news_claude_short__Other_entities-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 40430 num_examples: 20 download_size: 32620 dataset_size: 40430 - config_name: world_news_claude_short__Other_entities-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 198 num_examples: 5 download_size: 1790 dataset_size: 198 - config_name: world_news_claude_short__Other_entities-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 809 num_examples: 5 download_size: 2157 dataset_size: 809 - config_name: world_news_claude_short__Spaces-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 40430 num_examples: 20 download_size: 32620 dataset_size: 40430 - config_name: world_news_claude_short__Spaces-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 4003 num_examples: 99 download_size: 2293 dataset_size: 4003 - config_name: world_news_claude_short__Spaces-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 10811 num_examples: 68 download_size: 3705 dataset_size: 10811 - config_name: world_news_claude_short__Times-corpus features: - name: id dtype: string - name: text dtype: string - name: title dtype: string splits: - name: test num_bytes: 40430 num_examples: 20 download_size: 32620 dataset_size: 40430 - config_name: world_news_claude_short__Times-qrels features: - name: query-id dtype: string - name: corpus-id dtype: string - name: score dtype: int64 splits: - name: test num_bytes: 4407 num_examples: 109 download_size: 2325 dataset_size: 4407 - config_name: world_news_claude_short__Times-queries features: - name: id dtype: string - name: text dtype: string splits: - name: test num_bytes: 11212 num_examples: 73 download_size: 3709 dataset_size: 11212 configs: - config_name: default_claude_long__Entities-corpus data_files: - split: test path: default_claude_long/Entities-corpus/test-* - config_name: default_claude_long__Entities-qrels data_files: - split: test path: default_claude_long/Entities-qrels/test-* - config_name: default_claude_long__Entities-queries data_files: - split: test path: default_claude_long/Entities-queries/test-* - config_name: default_claude_long__Event_contents-corpus data_files: - split: test path: default_claude_long/Event_contents-corpus/test-* - config_name: default_claude_long__Event_contents-qrels data_files: - split: test path: default_claude_long/Event_contents-qrels/test-* - config_name: default_claude_long__Event_contents-queries data_files: - split: test path: default_claude_long/Event_contents-queries/test-* - config_name: default_claude_long__Full_event_details-corpus data_files: - split: test path: default_claude_long/Full_event_details-corpus/test-* - config_name: default_claude_long__Full_event_details-qrels data_files: - split: test path: default_claude_long/Full_event_details-qrels/test-* - config_name: default_claude_long__Full_event_details-queries data_files: - split: test path: default_claude_long/Full_event_details-queries/test-* - config_name: default_claude_long__Other_entities-corpus data_files: - split: test path: default_claude_long/Other_entities-corpus/test-* - config_name: default_claude_long__Other_entities-qrels data_files: - split: test path: default_claude_long/Other_entities-qrels/test-* - config_name: default_claude_long__Other_entities-queries data_files: - split: test path: default_claude_long/Other_entities-queries/test-* - config_name: default_claude_long__Spaces-corpus data_files: - split: test path: default_claude_long/Spaces-corpus/test-* - config_name: default_claude_long__Spaces-qrels data_files: - split: test path: default_claude_long/Spaces-qrels/test-* - config_name: default_claude_long__Spaces-queries data_files: - split: test path: default_claude_long/Spaces-queries/test-* - config_name: default_claude_long__Times-corpus data_files: - split: test path: default_claude_long/Times-corpus/test-* - config_name: default_claude_long__Times-qrels data_files: - split: test path: default_claude_long/Times-qrels/test-* - config_name: default_claude_long__Times-queries data_files: - split: test path: default_claude_long/Times-queries/test-* - config_name: default_claude_short__Entities-corpus data_files: - split: test path: default_claude_short/Entities-corpus/test-* - config_name: default_claude_short__Entities-qrels data_files: - split: test path: default_claude_short/Entities-qrels/test-* - config_name: default_claude_short__Entities-queries data_files: - split: test path: default_claude_short/Entities-queries/test-* - config_name: default_claude_short__Event_contents-corpus data_files: - split: test path: default_claude_short/Event_contents-corpus/test-* - config_name: default_claude_short__Event_contents-qrels data_files: - split: test path: default_claude_short/Event_contents-qrels/test-* - config_name: default_claude_short__Event_contents-queries data_files: - split: test path: default_claude_short/Event_contents-queries/test-* - config_name: default_claude_short__Full_event_details-corpus data_files: - split: test path: default_claude_short/Full_event_details-corpus/test-* - config_name: default_claude_short__Full_event_details-qrels data_files: - split: test path: default_claude_short/Full_event_details-qrels/test-* - config_name: default_claude_short__Full_event_details-queries data_files: - split: test path: default_claude_short/Full_event_details-queries/test-* - config_name: default_claude_short__Other_entities-corpus data_files: - split: test path: default_claude_short/Other_entities-corpus/test-* - config_name: default_claude_short__Other_entities-qrels data_files: - split: test path: default_claude_short/Other_entities-qrels/test-* - config_name: default_claude_short__Other_entities-queries data_files: - split: test path: default_claude_short/Other_entities-queries/test-* - config_name: default_claude_short__Spaces-corpus data_files: - split: test path: default_claude_short/Spaces-corpus/test-* - config_name: default_claude_short__Spaces-qrels data_files: - split: test path: default_claude_short/Spaces-qrels/test-* - config_name: default_claude_short__Spaces-queries data_files: - split: test path: default_claude_short/Spaces-queries/test-* - config_name: default_claude_short__Times-corpus data_files: - split: test path: default_claude_short/Times-corpus/test-* - config_name: default_claude_short__Times-qrels data_files: - split: test path: default_claude_short/Times-qrels/test-* - config_name: default_claude_short__Times-queries data_files: - split: test path: default_claude_short/Times-queries/test-* - config_name: default_claude_very_long__Entities-corpus data_files: - split: test path: default_claude_very_long/Entities-corpus/test-* - config_name: default_claude_very_long__Entities-qrels data_files: - split: test path: default_claude_very_long/Entities-qrels/test-* - config_name: default_claude_very_long__Entities-queries data_files: - split: test path: default_claude_very_long/Entities-queries/test-* - config_name: default_claude_very_long__Event_contents-corpus data_files: - split: test path: default_claude_very_long/Event_contents-corpus/test-* - config_name: default_claude_very_long__Event_contents-qrels data_files: - split: test path: default_claude_very_long/Event_contents-qrels/test-* - config_name: default_claude_very_long__Event_contents-queries data_files: - split: test path: default_claude_very_long/Event_contents-queries/test-* - config_name: default_claude_very_long__Full_event_details-corpus data_files: - split: test path: default_claude_very_long/Full_event_details-corpus/test-* - config_name: default_claude_very_long__Full_event_details-qrels data_files: - split: test path: default_claude_very_long/Full_event_details-qrels/test-* - config_name: default_claude_very_long__Full_event_details-queries data_files: - split: test path: default_claude_very_long/Full_event_details-queries/test-* - config_name: default_claude_very_long__Other_entities-corpus data_files: - split: test path: default_claude_very_long/Other_entities-corpus/test-* - config_name: default_claude_very_long__Other_entities-qrels data_files: - split: test path: default_claude_very_long/Other_entities-qrels/test-* - config_name: default_claude_very_long__Other_entities-queries data_files: - split: test path: default_claude_very_long/Other_entities-queries/test-* - config_name: default_claude_very_long__Spaces-corpus data_files: - split: test path: default_claude_very_long/Spaces-corpus/test-* - config_name: default_claude_very_long__Spaces-qrels data_files: - split: test path: default_claude_very_long/Spaces-qrels/test-* - config_name: default_claude_very_long__Spaces-queries data_files: - split: test path: default_claude_very_long/Spaces-queries/test-* - config_name: default_claude_very_long__Times-corpus data_files: - split: test path: default_claude_very_long/Times-corpus/test-* - config_name: default_claude_very_long__Times-qrels data_files: - split: test path: default_claude_very_long/Times-qrels/test-* - config_name: default_claude_very_long__Times-queries data_files: - split: test path: default_claude_very_long/Times-queries/test-* - config_name: default_gpt4o_long__Entities-corpus data_files: - split: test path: default_gpt4o_long/Entities-corpus/test-* - config_name: default_gpt4o_long__Entities-qrels data_files: - split: test path: default_gpt4o_long/Entities-qrels/test-* - config_name: default_gpt4o_long__Entities-queries data_files: - split: test path: default_gpt4o_long/Entities-queries/test-* - config_name: default_gpt4o_long__Event_contents-corpus data_files: - split: test path: default_gpt4o_long/Event_contents-corpus/test-* - config_name: default_gpt4o_long__Event_contents-qrels data_files: - split: test path: default_gpt4o_long/Event_contents-qrels/test-* - config_name: default_gpt4o_long__Event_contents-queries data_files: - split: test path: default_gpt4o_long/Event_contents-queries/test-* - config_name: default_gpt4o_long__Full_event_details-corpus data_files: - split: test path: default_gpt4o_long/Full_event_details-corpus/test-* - config_name: default_gpt4o_long__Full_event_details-qrels data_files: - split: test path: default_gpt4o_long/Full_event_details-qrels/test-* - config_name: default_gpt4o_long__Full_event_details-queries data_files: - split: test path: default_gpt4o_long/Full_event_details-queries/test-* - config_name: default_gpt4o_long__Other_entities-corpus data_files: - split: test path: default_gpt4o_long/Other_entities-corpus/test-* - config_name: default_gpt4o_long__Other_entities-qrels data_files: - split: test path: default_gpt4o_long/Other_entities-qrels/test-* - config_name: default_gpt4o_long__Other_entities-queries data_files: - split: test path: default_gpt4o_long/Other_entities-queries/test-* - config_name: default_gpt4o_long__Spaces-corpus data_files: - split: test path: default_gpt4o_long/Spaces-corpus/test-* - config_name: default_gpt4o_long__Spaces-qrels data_files: - split: test path: default_gpt4o_long/Spaces-qrels/test-* - config_name: default_gpt4o_long__Spaces-queries data_files: - split: test path: default_gpt4o_long/Spaces-queries/test-* - config_name: default_gpt4o_long__Times-corpus data_files: - split: test path: default_gpt4o_long/Times-corpus/test-* - config_name: default_gpt4o_long__Times-qrels data_files: - split: test path: default_gpt4o_long/Times-qrels/test-* - config_name: default_gpt4o_long__Times-queries data_files: - split: test path: default_gpt4o_long/Times-queries/test-* - config_name: default_gpt4o_short__Entities-corpus data_files: - split: test path: default_gpt4o_short/Entities-corpus/test-* - config_name: default_gpt4o_short__Entities-qrels data_files: - split: test path: default_gpt4o_short/Entities-qrels/test-* - config_name: default_gpt4o_short__Entities-queries data_files: - split: test path: default_gpt4o_short/Entities-queries/test-* - config_name: default_gpt4o_short__Event_contents-corpus data_files: - split: test path: default_gpt4o_short/Event_contents-corpus/test-* - config_name: default_gpt4o_short__Event_contents-qrels data_files: - split: test path: default_gpt4o_short/Event_contents-qrels/test-* - config_name: default_gpt4o_short__Event_contents-queries data_files: - split: test path: default_gpt4o_short/Event_contents-queries/test-* - config_name: default_gpt4o_short__Full_event_details-corpus data_files: - split: test path: default_gpt4o_short/Full_event_details-corpus/test-* - config_name: default_gpt4o_short__Full_event_details-qrels data_files: - split: test path: default_gpt4o_short/Full_event_details-qrels/test-* - config_name: default_gpt4o_short__Full_event_details-queries data_files: - split: test path: default_gpt4o_short/Full_event_details-queries/test-* - config_name: default_gpt4o_short__Other_entities-corpus data_files: - split: test path: default_gpt4o_short/Other_entities-corpus/test-* - config_name: default_gpt4o_short__Other_entities-qrels data_files: - split: test path: default_gpt4o_short/Other_entities-qrels/test-* - config_name: default_gpt4o_short__Other_entities-queries data_files: - split: test path: default_gpt4o_short/Other_entities-queries/test-* - config_name: default_gpt4o_short__Spaces-corpus data_files: - split: test path: default_gpt4o_short/Spaces-corpus/test-* - config_name: default_gpt4o_short__Spaces-qrels data_files: - split: test path: default_gpt4o_short/Spaces-qrels/test-* - config_name: default_gpt4o_short__Spaces-queries data_files: - split: test path: default_gpt4o_short/Spaces-queries/test-* - config_name: default_gpt4o_short__Times-corpus data_files: - split: test path: default_gpt4o_short/Times-corpus/test-* - config_name: default_gpt4o_short__Times-qrels data_files: - split: test path: default_gpt4o_short/Times-qrels/test-* - config_name: default_gpt4o_short__Times-queries data_files: - split: test path: default_gpt4o_short/Times-queries/test-* - config_name: sci_fi_claude_long__Entities-corpus data_files: - split: test path: sci_fi_claude_long/Entities-corpus/test-* - config_name: sci_fi_claude_long__Entities-qrels data_files: - split: test path: sci_fi_claude_long/Entities-qrels/test-* - config_name: sci_fi_claude_long__Entities-queries data_files: - split: test path: sci_fi_claude_long/Entities-queries/test-* - config_name: sci_fi_claude_long__Event_contents-corpus data_files: - split: test path: sci_fi_claude_long/Event_contents-corpus/test-* - config_name: sci_fi_claude_long__Event_contents-qrels data_files: - split: test path: sci_fi_claude_long/Event_contents-qrels/test-* - config_name: sci_fi_claude_long__Event_contents-queries data_files: - split: test path: sci_fi_claude_long/Event_contents-queries/test-* - config_name: sci_fi_claude_long__Full_event_details-corpus data_files: - split: test path: sci_fi_claude_long/Full_event_details-corpus/test-* - config_name: sci_fi_claude_long__Full_event_details-qrels data_files: - split: test path: sci_fi_claude_long/Full_event_details-qrels/test-* - config_name: sci_fi_claude_long__Full_event_details-queries data_files: - split: test path: sci_fi_claude_long/Full_event_details-queries/test-* - config_name: sci_fi_claude_long__Other_entities-corpus data_files: - split: test path: sci_fi_claude_long/Other_entities-corpus/test-* - config_name: sci_fi_claude_long__Other_entities-qrels data_files: - split: test path: sci_fi_claude_long/Other_entities-qrels/test-* - config_name: sci_fi_claude_long__Other_entities-queries data_files: - split: test path: sci_fi_claude_long/Other_entities-queries/test-* - config_name: sci_fi_claude_long__Spaces-corpus data_files: - split: test path: sci_fi_claude_long/Spaces-corpus/test-* - config_name: sci_fi_claude_long__Spaces-qrels data_files: - split: test path: sci_fi_claude_long/Spaces-qrels/test-* - config_name: sci_fi_claude_long__Spaces-queries data_files: - split: test path: sci_fi_claude_long/Spaces-queries/test-* - config_name: sci_fi_claude_long__Times-corpus data_files: - split: test path: sci_fi_claude_long/Times-corpus/test-* - config_name: sci_fi_claude_long__Times-qrels data_files: - split: test path: sci_fi_claude_long/Times-qrels/test-* - config_name: sci_fi_claude_long__Times-queries data_files: - split: test path: sci_fi_claude_long/Times-queries/test-* - config_name: sci_fi_claude_short__Entities-corpus data_files: - split: test path: sci_fi_claude_short/Entities-corpus/test-* - config_name: sci_fi_claude_short__Entities-qrels data_files: - split: test path: sci_fi_claude_short/Entities-qrels/test-* - config_name: sci_fi_claude_short__Entities-queries data_files: - split: test path: sci_fi_claude_short/Entities-queries/test-* - config_name: sci_fi_claude_short__Event_contents-corpus data_files: - split: test path: sci_fi_claude_short/Event_contents-corpus/test-* - config_name: sci_fi_claude_short__Event_contents-qrels data_files: - split: test path: sci_fi_claude_short/Event_contents-qrels/test-* - config_name: sci_fi_claude_short__Event_contents-queries data_files: - split: test path: sci_fi_claude_short/Event_contents-queries/test-* - config_name: sci_fi_claude_short__Full_event_details-corpus data_files: - split: test path: sci_fi_claude_short/Full_event_details-corpus/test-* - config_name: sci_fi_claude_short__Full_event_details-qrels data_files: - split: test path: sci_fi_claude_short/Full_event_details-qrels/test-* - config_name: sci_fi_claude_short__Full_event_details-queries data_files: - split: test path: sci_fi_claude_short/Full_event_details-queries/test-* - config_name: sci_fi_claude_short__Other_entities-corpus data_files: - split: test path: sci_fi_claude_short/Other_entities-corpus/test-* - config_name: sci_fi_claude_short__Other_entities-qrels data_files: - split: test path: sci_fi_claude_short/Other_entities-qrels/test-* - config_name: sci_fi_claude_short__Other_entities-queries data_files: - split: test path: sci_fi_claude_short/Other_entities-queries/test-* - config_name: sci_fi_claude_short__Spaces-corpus data_files: - split: test path: sci_fi_claude_short/Spaces-corpus/test-* - config_name: sci_fi_claude_short__Spaces-qrels data_files: - split: test path: sci_fi_claude_short/Spaces-qrels/test-* - config_name: sci_fi_claude_short__Spaces-queries data_files: - split: test path: sci_fi_claude_short/Spaces-queries/test-* - config_name: sci_fi_claude_short__Times-corpus data_files: - split: test path: sci_fi_claude_short/Times-corpus/test-* - config_name: sci_fi_claude_short__Times-qrels data_files: - split: test path: sci_fi_claude_short/Times-qrels/test-* - config_name: sci_fi_claude_short__Times-queries data_files: - split: test path: sci_fi_claude_short/Times-queries/test-* - config_name: world_news_claude_long__Entities-corpus data_files: - split: test path: world_news_claude_long/Entities-corpus/test-* - config_name: world_news_claude_long__Entities-qrels data_files: - split: test path: world_news_claude_long/Entities-qrels/test-* - config_name: world_news_claude_long__Entities-queries data_files: - split: test path: world_news_claude_long/Entities-queries/test-* - config_name: world_news_claude_long__Event_contents-corpus data_files: - split: test path: world_news_claude_long/Event_contents-corpus/test-* - config_name: world_news_claude_long__Event_contents-qrels data_files: - split: test path: world_news_claude_long/Event_contents-qrels/test-* - config_name: world_news_claude_long__Event_contents-queries data_files: - split: test path: world_news_claude_long/Event_contents-queries/test-* - config_name: world_news_claude_long__Full_event_details-corpus data_files: - split: test path: world_news_claude_long/Full_event_details-corpus/test-* - config_name: world_news_claude_long__Full_event_details-qrels data_files: - split: test path: world_news_claude_long/Full_event_details-qrels/test-* - config_name: world_news_claude_long__Full_event_details-queries data_files: - split: test path: world_news_claude_long/Full_event_details-queries/test-* - config_name: world_news_claude_long__Other_entities-corpus data_files: - split: test path: world_news_claude_long/Other_entities-corpus/test-* - config_name: world_news_claude_long__Other_entities-qrels data_files: - split: test path: world_news_claude_long/Other_entities-qrels/test-* - config_name: world_news_claude_long__Other_entities-queries data_files: - split: test path: world_news_claude_long/Other_entities-queries/test-* - config_name: world_news_claude_long__Spaces-corpus data_files: - split: test path: world_news_claude_long/Spaces-corpus/test-* - config_name: world_news_claude_long__Spaces-qrels data_files: - split: test path: world_news_claude_long/Spaces-qrels/test-* - config_name: world_news_claude_long__Spaces-queries data_files: - split: test path: world_news_claude_long/Spaces-queries/test-* - config_name: world_news_claude_long__Times-corpus data_files: - split: test path: world_news_claude_long/Times-corpus/test-* - config_name: world_news_claude_long__Times-qrels data_files: - split: test path: world_news_claude_long/Times-qrels/test-* - config_name: world_news_claude_long__Times-queries data_files: - split: test path: world_news_claude_long/Times-queries/test-* - config_name: world_news_claude_short__Entities-corpus data_files: - split: test path: world_news_claude_short/Entities-corpus/test-* - config_name: world_news_claude_short__Entities-qrels data_files: - split: test path: world_news_claude_short/Entities-qrels/test-* - config_name: world_news_claude_short__Entities-queries data_files: - split: test path: world_news_claude_short/Entities-queries/test-* - config_name: world_news_claude_short__Event_contents-corpus data_files: - split: test path: world_news_claude_short/Event_contents-corpus/test-* - config_name: world_news_claude_short__Event_contents-qrels data_files: - split: test path: world_news_claude_short/Event_contents-qrels/test-* - config_name: world_news_claude_short__Event_contents-queries data_files: - split: test path: world_news_claude_short/Event_contents-queries/test-* - config_name: world_news_claude_short__Full_event_details-corpus data_files: - split: test path: world_news_claude_short/Full_event_details-corpus/test-* - config_name: world_news_claude_short__Full_event_details-qrels data_files: - split: test path: world_news_claude_short/Full_event_details-qrels/test-* - config_name: world_news_claude_short__Full_event_details-queries data_files: - split: test path: world_news_claude_short/Full_event_details-queries/test-* - config_name: world_news_claude_short__Other_entities-corpus data_files: - split: test path: world_news_claude_short/Other_entities-corpus/test-* - config_name: world_news_claude_short__Other_entities-qrels data_files: - split: test path: world_news_claude_short/Other_entities-qrels/test-* - config_name: world_news_claude_short__Other_entities-queries data_files: - split: test path: world_news_claude_short/Other_entities-queries/test-* - config_name: world_news_claude_short__Spaces-corpus data_files: - split: test path: world_news_claude_short/Spaces-corpus/test-* - config_name: world_news_claude_short__Spaces-qrels data_files: - split: test path: world_news_claude_short/Spaces-qrels/test-* - config_name: world_news_claude_short__Spaces-queries data_files: - split: test path: world_news_claude_short/Spaces-queries/test-* - config_name: world_news_claude_short__Times-corpus data_files: - split: test path: world_news_claude_short/Times-corpus/test-* - config_name: world_news_claude_short__Times-qrels data_files: - split: test path: world_news_claude_short/Times-qrels/test-* - config_name: world_news_claude_short__Times-queries data_files: - split: test path: world_news_claude_short/Times-queries/test-* tags: - mteb - text ---

EPBench

An MTEB dataset
Massive Text Embedding Benchmark
LMEB episodic-memory retrieval task based on EPBench, evaluating event-centric retrieval across generator, context-length, and query-type variants. | | | |---------------|---------------------------------------------| | Task category | Retrieval (text-to-text) | | Domains | Fiction, News, Written | | Reference | [LMEB: Long-horizon Memory Embedding Benchmark](https://doi.org/10.6084/m9.figshare.28244480) | Source datasets: - [KaLM-Embedding/LMEB](https://huggingface.co/datasets/KaLM-Embedding/LMEB) ## How to evaluate on this task You can evaluate an embedding model on this dataset using the following code: ```python import mteb task = mteb.get_task("EPBench") model = mteb.get_model(YOUR_MODEL) mteb.evaluate(model, task) ``` To learn more about how to run models on `mteb` task check out the [GitHub repository](https://github.com/embeddings-benchmark/mteb). ## Citation If you use this dataset, please cite the dataset as well as [mteb](https://github.com/embeddings-benchmark/mteb), as this dataset likely includes additional processing as a part of the [MMTEB Contribution](https://github.com/embeddings-benchmark/mteb/tree/main/docs/mmteb). ```bibtex @misc{zhao2026lmeb, archiveprefix = {arXiv}, author = {Zhao, Xinping and Hu, Xinshuo and Xu, Jiaxin and Tang, Danyu and Zhang, Xin and Zhou, Mengjia and Zhong, Yan and Zhou, Yao and Shan, Zifei and Zhang, Meishan and Hu, Baotian and Zhang, Min}, eprint = {2603.12572}, primaryclass = {cs.CL}, title = {LMEB: Long-horizon Memory Embedding Benchmark}, url = {https://arxiv.org/abs/2603.12572}, year = {2026}, } @article{enevoldsen2025mmtebmassivemultilingualtext, title={MMTEB: Massive Multilingual Text Embedding Benchmark}, author={Kenneth Enevoldsen and Isaac Chung and Imene Kerboua and Márton Kardos and Ashwin Mathur and David Stap and Jay Gala and Wissam Siblini and Dominik Krzemiński and Genta Indra Winata and Saba Sturua and Saiteja Utpala and Mathieu Ciancone and Marion Schaeffer and Gabriel Sequeira and Diganta Misra and Shreeya Dhakal and Jonathan Rystrøm and Roman Solomatin and Ömer Çağatan and Akash Kundu and Martin Bernstorff and Shitao Xiao and Akshita Sukhlecha and Bhavish Pahwa and Rafał Poświata and Kranthi Kiran GV and Shawon Ashraf and Daniel Auras and Björn Plüster and Jan Philipp Harries and Loïc Magne and Isabelle Mohr and Mariya Hendriksen and Dawei Zhu and Hippolyte Gisserot-Boukhlef and Tom Aarsen and Jan Kostkan and Konrad Wojtasik and Taemin Lee and Marek Šuppa and Crystina Zhang and Roberta Rocca and Mohammed Hamdy and Andrianos Michail and John Yang and Manuel Faysse and Aleksei Vatolin and Nandan Thakur and Manan Dey and Dipam Vasani and Pranjal Chitale and Simone Tedeschi and Nguyen Tai and Artem Snegirev and Michael Günther and Mengzhou Xia and Weijia Shi and Xing Han Lù and Jordan Clive and Gayatri Krishnakumar and Anna Maksimova and Silvan Wehrli and Maria Tikhonova and Henil Panchal and Aleksandr Abramov and Malte Ostendorff and Zheng Liu and Simon Clematide and Lester James Miranda and Alena Fenogenova and Guangyu Song and Ruqiya Bin Safi and Wen-Ding Li and Alessia Borghini and Federico Cassano and Hongjin Su and Jimmy Lin and Howard Yen and Lasse Hansen and Sara Hooker and Chenghao Xiao and Vaibhav Adlakha and Orion Weller and Siva Reddy and Niklas Muennighoff}, publisher = {arXiv}, journal={arXiv preprint arXiv:2502.13595}, year={2025}, url={https://arxiv.org/abs/2502.13595}, doi = {10.48550/arXiv.2502.13595}, } @article{muennighoff2022mteb, author = {Muennighoff, Niklas and Tazi, Nouamane and Magne, Loïc and Reimers, Nils}, title = {MTEB: Massive Text Embedding Benchmark}, publisher = {arXiv}, journal={arXiv preprint arXiv:2210.07316}, year = {2022} url = {https://arxiv.org/abs/2210.07316}, doi = {10.48550/ARXIV.2210.07316}, } ``` # Dataset Statistics
Dataset Statistics The following code contains the descriptive statistics from the task. These can also be obtained using: ```python import mteb task = mteb.get_task("EPBench") desc_stats = task.metadata.descriptive_stats ``` ```json { "test": { "num_samples": 20672, "number_of_characters": 43680541, "documents_text_statistics": { "total_text_length": 43129824, "min_text_length": 653, "average_text_length": 2532.876673713883, "max_text_length": 5542, "unique_texts": 2563 }, "documents_image_statistics": null, "documents_audio_statistics": null, "queries_text_statistics": { "total_text_length": 550717, "min_text_length": 82, "average_text_length": 151.12980241492866, "max_text_length": 263, "unique_texts": 2026 }, "queries_image_statistics": null, "queries_audio_statistics": null, "relevant_docs_statistics": { "num_relevant_docs": 11458, "min_relevant_docs_per_query": 1, "average_relevant_docs_per_query": 3.1443468715697036, "max_relevant_docs_per_query": 138, "unique_relevant_docs": 5418 }, "top_ranked_statistics": null } } ```
--- *This dataset card was automatically generated using [MTEB](https://github.com/embeddings-benchmark/mteb)*