Hugging Face's logo

Datasets:
Cohere
/
beir-embed-english-v3

Tags:
Dataset card Viewer Files Community
2
nreimers commited on
Commit
8694702
•
1 Parent(s): dff363d

add files

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. README.md +29 -5
  2. bioasq/corpus/0000.parquet +3 -0
  3. bioasq/corpus/0001.parquet +3 -0
  4. bioasq/corpus/0002.parquet +3 -0
  5. bioasq/corpus/0003.parquet +3 -0
  6. bioasq/corpus/0004.parquet +3 -0
  7. bioasq/corpus/0005.parquet +3 -0
  8. bioasq/corpus/0006.parquet +3 -0
  9. bioasq/corpus/0007.parquet +3 -0
  10. bioasq/corpus/0008.parquet +3 -0
  11. bioasq/corpus/0009.parquet +3 -0
  12. bioasq/corpus/0010.parquet +3 -0
  13. bioasq/corpus/0011.parquet +3 -0
  14. bioasq/corpus/0012.parquet +3 -0
  15. bioasq/corpus/0013.parquet +3 -0
  16. bioasq/corpus/0014.parquet +3 -0
  17. bioasq/qrels/test.parquet +3 -0
  18. bioasq/qrels/train.parquet +3 -0
  19. bioasq/queries/test.parquet +3 -0
  20. bioasq/queries/train.parquet +3 -0
  21. cqadupstack-android/corpus/0000.parquet +3 -0
  22. cqadupstack-android/qrels/test.parquet +3 -0
  23. cqadupstack-android/queries/test.parquet +3 -0
  24. cqadupstack-english/corpus/0000.parquet +3 -0
  25. cqadupstack-english/qrels/test.parquet +3 -0
  26. cqadupstack-english/queries/test.parquet +3 -0
  27. cqadupstack-gaming/corpus/0000.parquet +3 -0
  28. cqadupstack-gaming/qrels/test.parquet +3 -0
  29. cqadupstack-gaming/queries/test.parquet +3 -0
  30. cqadupstack-gis/corpus/0000.parquet +3 -0
  31. cqadupstack-gis/qrels/test.parquet +3 -0
  32. cqadupstack-gis/queries/test.parquet +3 -0
  33. cqadupstack-mathematica/corpus/0000.parquet +3 -0
  34. cqadupstack-mathematica/qrels/test.parquet +3 -0
  35. cqadupstack-mathematica/queries/test.parquet +3 -0
  36. cqadupstack-physics/corpus/0000.parquet +3 -0
  37. cqadupstack-physics/qrels/test.parquet +3 -0
  38. cqadupstack-physics/queries/test.parquet +3 -0
  39. cqadupstack-programmers/corpus/0000.parquet +3 -0
  40. cqadupstack-programmers/qrels/test.parquet +3 -0
  41. cqadupstack-programmers/queries/test.parquet +3 -0
  42. cqadupstack-stats/corpus/0000.parquet +3 -0
  43. cqadupstack-stats/qrels/test.parquet +3 -0
  44. cqadupstack-stats/queries/test.parquet +3 -0
  45. cqadupstack-text/corpus/0000.parquet +3 -0
  46. cqadupstack-text/qrels/test.parquet +3 -0
  47. cqadupstack-text/queries/test.parquet +3 -0
  48. cqadupstack-unix/corpus/0000.parquet +3 -0
  49. cqadupstack-unix/qrels/test.parquet +3 -0
  50. cqadupstack-unix/queries/test.parquet +3 -0
README.md CHANGED
@@ -68,11 +68,35 @@ This datasets contains all query & document embeddings for [BEIR](https://github
68
  This repository hosts all 18 datasets from BEIR, including query and document embeddings. The following table gives an overview of the available datasets.
69
  See the next section how to load the individual datasets.
70
 
71
- | Dataset | #Documents
72
- | --- | --- |
73
- | nfcorpus | 3,633 |
74
- | msmarco | 8,841,823 |
75
- | hotpotqa | 5,233,329 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
76
 
77
 
78
  ## Loading the dataset
 
68
  This repository hosts all 18 datasets from BEIR, including query and document embeddings. The following table gives an overview of the available datasets.
69
  See the next section how to load the individual datasets.
70
 
71
+ | Dataset | nDCG@10 | #Documents
72
+ | --- | --- | --- |
73
+ | bioasq | 45.66 | 14,914,603 |
74
+ | cqadupstack-android | 50.01 | 22,998 |
75
+ | cqadupstack-english | 49.09 | 40,221 |
76
+ | cqadupstack-gaming | 60.50 | 45,301 |
77
+ | cqadupstack-gis | 39.17 | 37,637 |
78
+ | cqadupstack-mathematica | 30.38 | 16,705 |
79
+ | cqadupstack-physics | 43.82 | 38,316 |
80
+ | cqadupstack-programmers | 43.67 | 32,176 |
81
+ | cqadupstack-stats | 35.23 | 42,269 |
82
+ | cqadupstack-text | 30.84 | 68,184 |
83
+ | cqadupstack-unix | 40.59 | 47,382 |
84
+ | cqadupstack-webmasters | 40.68 | 17,405 |
85
+ | cqadupstack-wordpress | 34.26 | 48,605 |
86
+ | fever | 89.00 | 5,416,568 |
87
+ | fiqa | 42.14 | 57,638 |
88
+ | hotpotqa | 70.72 | 5,233,329 |
89
+ | msmarco | | 8,841,823 |
90
+ | nfcorpus | 38.63 | 3,633 |
91
+ | nq | 61.62 | 2,681,468 |
92
+ | robust04 | 54.06 | 528,155 |
93
+ | scidocs | 20.34 | 25,657 |
94
+ | scifact | 71.81 | 5,183 |
95
+ | signal1m | 26.32 | 2,866,316 |
96
+ | trec-covid | 81.78 | 171,332 |
97
+ | trec-news | 50.42 | 594,977 |
98
+ | webis-touche2020 | 32.64 | 382,545 |
99
+
100
 
101
 
102
  ## Loading the dataset
bioasq/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a683666ca6f899e173810de685de53336bb6b8dc33a38938e56dd6f380168c19
3
+ size 1939047845
bioasq/corpus/0001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:74c97c319377d008dd60b1fc33ed5ee0b1cc5681df1313cb1f0e5c0107f61839
3
+ size 1939068474
bioasq/corpus/0002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:400b1423b178b89ecce34082cefbe4ff863cbba4a94990b30af885ae138cf28d
3
+ size 1939060434
bioasq/corpus/0003.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:48a8f97812d30892205628e43dccb661bd362a3eeff4bdb49ae632549328c5ec
3
+ size 1939049470
bioasq/corpus/0004.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cb9bd16b85c12bb20098083c408e6816b5e31e2b4fd2ac5f0eedab1c0056d998
3
+ size 1939049508
bioasq/corpus/0005.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:01cbb2b73562dbfe0119928ae040a328f09f4f0da0bd3bcd017ff7e6758113bc
3
+ size 1939039294
bioasq/corpus/0006.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a9877b726da95790688e5f8e2612c825bb7993462c274e1f72394ce7148fc64
3
+ size 1939039877
bioasq/corpus/0007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91d383bd65c579820954923cee9ad0c83113f144b4a882a4afc30796c20321d0
3
+ size 1939042998
bioasq/corpus/0008.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f46f82560a22a623cec6fc7993ce98876d0249c9f9b7a40a5c0d040c0c3c5263
3
+ size 1939057678
bioasq/corpus/0009.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c5ed2b425263e854523b421d2652898d6df1fb27aeec63270d781eea4f8301da
3
+ size 1939040292
bioasq/corpus/0010.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e76d35c84b8d171c54ab8a086d304de0fe80b3c2f05b3d18994cadbcb4b16b05
3
+ size 1938940449
bioasq/corpus/0011.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de2138d84f2d5c60013907fbf179ef619220978de677b2ca7733462fc2e0ff71
3
+ size 1938913696
bioasq/corpus/0012.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:36d4011206ab73229892a203c4850ecb26e431d6f876d243ab00468f9884b0b0
3
+ size 1939010785
bioasq/corpus/0013.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d367b4c17352cbcef23b2997a720996f1a28495f9c5734a5a8b988d347834a5
3
+ size 1939051780
bioasq/corpus/0014.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1c4b80fd1029b67977b736fef2c91f3554db8a5642965e89f6fb7f860b234078
3
+ size 1773577998
bioasq/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d4191e1bc052bace5724406330f3363b793e4d049e36b396624f1a8ba0f90911
3
+ size 32279
bioasq/qrels/train.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4931b519d689f4d2fb83f2b0d47096428a7ce13a8af9e18e5df01be556a9b79c
3
+ size 279443
bioasq/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d15776e1e40d522660b4b68eacabd9a06e889f0e345b9063efd0efbf6afbd455
3
+ size 1052754
bioasq/queries/train.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:32f3a85ea096f358be84f75058caf8fa2212d83b311e46ea39ba51c820200a7d
3
+ size 6121357
cqadupstack-android/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e967e008fdc2300710fe2081f60ff95962eaac4f86004c7b397b9eee06af1406
3
+ size 52903154
cqadupstack-android/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4380ae0f73516cda695c8f340e55716249454a59e51577e41ffaaee3f8903e9d
3
+ size 20499
cqadupstack-android/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:02d3d14b5dcc597e0e6969aa7e275053335d6cdbe09dea23c459f56e2a5f9599
3
+ size 1463545
cqadupstack-english/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4450ad39fcb4740fe5363484545baf106762153428660344bd9f87e8f2ec9613
3
+ size 90441626
cqadupstack-english/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:36dd0b2b58e38f31cf26afacf6c02bd99fcb948e0d623153c4ef95d9f849d8b9
3
+ size 43917
cqadupstack-english/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a7f6710b80fa7ddff6d02da8f9a3eb67546f692a3ac80487d20925f3f555a78f
3
+ size 3182533
cqadupstack-gaming/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a52ef11f8a2819baa587d7af928473b1dc3038ec6af4acc3efe70352a795886
3
+ size 102013984
cqadupstack-gaming/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c8354161d4ec0d0deae6270f7c905d0e7621492880dbc8f44cd8523c7a66994a
3
+ size 32270
cqadupstack-gaming/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1e7e50b89acb74e6cd3de0255c1bf43a6b9761eb875ce5fb9824d4aeb286dd37
3
+ size 3233152
cqadupstack-gis/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91ea20e3d0521635b18bfbc27c466de8c170c32be2c204f44f560a92f6a12ee2
3
+ size 94051384
cqadupstack-gis/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7be7f3d94d72558ecf240197d569bbcb5675655a70daf2dff64b589025d9667a
3
+ size 17604
cqadupstack-gis/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:218546db44aa8f49cc9e4e6948e32f4ec67f8cea6e6a22b347e53354fcc6c20b
3
+ size 1831486
cqadupstack-mathematica/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aed2a4947d330b3e04362d9adb5ab683ea24988b382063e511e15646cfc2498a
3
+ size 43203966
cqadupstack-mathematica/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:79c1d73cea53aaf83e617f20c5f756f1596c64660bab4d50f1849f233b4f125f
3
+ size 18584
cqadupstack-mathematica/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b47855e83e78a2013e434d9a436968d8645abd5fef8438da4f206adcec6704e0
3
+ size 1669213
cqadupstack-physics/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:29eb508643139909fb006e3a30646ae2b66f2cd49788daa17fe956cefcb96f90
3
+ size 93169892
cqadupstack-physics/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9971b5c24741bf7590aee3267e5ee4f1b32425d5d70032e0bdccc22d28c8bc47
3
+ size 25558
cqadupstack-physics/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a5afa7a581e5694a500cfa9bcda5067ce6d57944d94e8b8be01007c44ce980c5
3
+ size 2137636
cqadupstack-programmers/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2fd50fa877b650afc3dd8d24b6d482d0e148b4af91c0348fb76a7bcf4d10b638
3
+ size 82672698
cqadupstack-programmers/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d60e8ef6bc52f4409b4af1937e3ea45970a08cf510bb1fd2c6af828542e912a
3
+ size 22878
cqadupstack-programmers/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4717085c60038337d151d1ecd465ac94b156c54c788fc8e4530ff5b4a9463991
3
+ size 1815877
cqadupstack-stats/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4639fa25e2406b9a1678bf0d07a8d56b7dd00c38db9362a2579a44ab254a0131
3
+ size 107822187
cqadupstack-stats/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a055f69e6f09f6a050b3a36a14af2e065c921e9da1943baffbfaab9b2cab4410
3
+ size 14453
cqadupstack-stats/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:16cf1959bf2ef67d6e7cf87dec152bd6474cd14800331fc74123b6df046147be
3
+ size 1370572
cqadupstack-text/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c7e9a6666e31db9b4580e04da81116478240a232f07b05d90036998c0fd10c36
3
+ size 177105361
cqadupstack-text/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8112d9965a0960eb95e09ecf5b113d28ef5a28b3b2dea879030c2db8a7589cdb
3
+ size 64845
cqadupstack-text/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d8c10382e1b1862ac016dc0a95de6a92d185b02bb8948934901b3cb08b4b7e67
3
+ size 5806236
cqadupstack-unix/corpus/0000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45e6c0a7b6b13d13e1cfc79e78e1e105580be4035fcc0ff2a85d44e7e01d8c40
3
+ size 117677534
cqadupstack-unix/qrels/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66ca67dae434db90c05a280084d19ed4bdb3ceb5e90ed3c7dbc4e23984b2fbea
3
+ size 23992
cqadupstack-unix/queries/test.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0afef8aa15b40c69b5aaf8627443a7b96932130aa0d384f4b55b7ffe88d2d901
3
+ size 2201537