Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Sub-tasks:
multiple-choice-qa
Languages:
English
ArXiv:
License:
metadata
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
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 |
Source datasets:
How to evaluate on this task
You can evaluate an embedding model on this dataset using the following code:
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.
Citation
If you use this dataset, please cite the dataset as well as mteb, as this dataset likely includes additional processing as a part of the MMTEB Contribution.
@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:
import mteb
task = mteb.get_task("EPBench")
desc_stats = task.metadata.descriptive_stats
{
"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