Ken Powers commited on
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558ee74
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1 Parent(s): be822b8

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README.md CHANGED
@@ -308,6 +308,139 @@ For high-level information about these models, see the [MTEB Leaderboard](https:
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  *... and 522 more queries*
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  ### voyage/voyage-3 (BSB)
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  **Accuracy: 63.6%** (1015/1596 points across 532 queries)
@@ -327,6 +460,101 @@ For high-level information about these models, see the [MTEB Leaderboard](https:
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  *... and 522 more queries*
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330
  ### huggingface/BAAI-bge-base-en (BSB)
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  **Accuracy: 53.9%** (861/1596 points across 532 queries)
 
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  *... and 522 more queries*
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+ ### huggingface/thenlper-gte-large (BSB)
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+
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+ **Accuracy: 69.2%** (1105/1596 points across 532 queries)
314
+
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+ | Query | Expected | Top Result | Score | ✓ |
316
+ |-------|----------|------------|-------|---|
317
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.9098 | ✅ |
318
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.9222 | ✅ |
319
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 3 John 1:11 | 0.8815 | ❌ |
320
+ | they meant bad but god meant good | ['Genesis 50:20'] | Jonah 3:10 | 0.8847 | ❌ |
321
+ | isn't there a verse about god loves the world? | ['John 3:16'] | 1 John 2:15 | 0.8870 | ❌ |
322
+ | god loves the world | ['John 3:16'] | John 3:16 | 0.8905 | ✅ |
323
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8947 | ✅ |
324
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.9046 | ✅ |
325
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8984 | ✅ |
326
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9218 | ✅ |
327
+
328
+ *... and 522 more queries*
329
+
330
+ ### huggingface/thenlper-gte-base (BSB)
331
+
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+ **Accuracy: 68.7%** (1096/1596 points across 532 queries)
333
+
334
+ | Query | Expected | Top Result | Score | ✓ |
335
+ |-------|----------|------------|-------|---|
336
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.9002 | ✅ |
337
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.9417 | ✅ |
338
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 3 John 1:11 | 0.8719 | ❌ |
339
+ | they meant bad but god meant good | ['Genesis 50:20'] | Jonah 3:10 | 0.8689 | ❌ |
340
+ | isn't there a verse about god loves the world? | ['John 3:16'] | 1 John 2:15 | 0.8811 | ❌ |
341
+ | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.9002 | ❌ |
342
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8809 | ✅ |
343
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8958 | ✅ |
344
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8916 | ✅ |
345
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9297 | ✅ |
346
+
347
+ *... and 522 more queries*
348
+
349
+ ### huggingface/intfloat-e5-large-v2 (BSB)
350
+
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+ **Accuracy: 68.0%** (1085/1596 points across 532 queries)
352
+
353
+ | Query | Expected | Top Result | Score | ✓ |
354
+ |-------|----------|------------|-------|---|
355
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8351 | ✅ |
356
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8575 | ✅ |
357
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | Nehemiah 9:18 | 0.8333 | ❌ |
358
+ | they meant bad but god meant good | ['Genesis 50:20'] | Psalms 106:21 | 0.8294 | ❌ |
359
+ | isn't there a verse about god loves the world? | ['John 3:16'] | 1 John 2:15 | 0.8405 | ⚠️ |
360
+ | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8530 | ⚠️ |
361
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8522 | ✅ |
362
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8700 | ✅ |
363
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8597 | ✅ |
364
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9041 | ✅ |
365
+
366
+ *... and 522 more queries*
367
+
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+ ### huggingface/intfloat-e5-base-v2 (BSB)
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+
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+ **Accuracy: 65.7%** (1049/1596 points across 532 queries)
371
+
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+ | Query | Expected | Top Result | Score | ✓ |
373
+ |-------|----------|------------|-------|---|
374
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8580 | ✅ |
375
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8625 | ✅ |
376
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | Psalms 73:1 | 0.8428 | ⚠️ |
377
+ | they meant bad but god meant good | ['Genesis 50:20'] | Genesis 50:20 | 0.8596 | ✅ |
378
+ | isn't there a verse about god loves the world? | ['John 3:16'] | Psalms 33:5 | 0.8482 | ❌ |
379
+ | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8802 | ⚠️ |
380
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8514 | ✅ |
381
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8836 | ✅ |
382
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8900 | ✅ |
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+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9330 | ✅ |
384
+
385
+ *... and 522 more queries*
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+
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+ ### huggingface/thenlper-gte-small (BSB)
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+
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+ **Accuracy: 65.6%** (1047/1596 points across 532 queries)
390
+
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+ | Query | Expected | Top Result | Score | ✓ |
392
+ |-------|----------|------------|-------|---|
393
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8877 | ✅ |
394
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.9231 | ✅ |
395
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | Psalms 16:2 | 0.8769 | ❌ |
396
+ | they meant bad but god meant good | ['Genesis 50:20'] | Psalms 99:8 | 0.8747 | ❌ |
397
+ | isn't there a verse about god loves the world? | ['John 3:16'] | Psalms 33:5 | 0.8803 | ❌ |
398
+ | god loves the world | ['John 3:16'] | John 3:16 | 0.8953 | ✅ |
399
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8759 | ✅ |
400
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.9033 | ✅ |
401
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8878 | ✅ |
402
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9345 | ✅ |
403
+
404
+ *... and 522 more queries*
405
+
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+ ### huggingface/Salesforce-SFR-Embedding-Mistral (BSB)
407
+
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+ **Accuracy: 65.1%** (1039/1596 points across 532 queries)
409
+
410
+ | Query | Expected | Top Result | Score | ✓ |
411
+ |-------|----------|------------|-------|---|
412
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.7445 | ✅ |
413
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 Corinthians 16:14 | 0.7566 | ⚠️ |
414
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 2 Corinthians 4:9 | 0.7691 | ❌ |
415
+ | they meant bad but god meant good | ['Genesis 50:20'] | 2 Corinthians 4:9 | 0.7431 | ❌ |
416
+ | isn't there a verse about god loves the world? | ['John 3:16'] | 1 Corinthians 10:26 | 0.7314 | ❌ |
417
+ | god loves the world | ['John 3:16'] | 1 Timothy 2:4 | 0.7534 | ❌ |
418
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | Luke 6:32 | 0.7255 | ❌ |
419
+ | god loved the whole world | ['John 3:16'] | 1 Timothy 2:4 | 0.7873 | ❌ |
420
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 2:4 | 0.7391 | ⚠️ |
421
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8207 | ✅ |
422
+
423
+ *... and 522 more queries*
424
+
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+ ### huggingface/ibm-granite-granite-embedding-125m-english (BSB)
426
+
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+ **Accuracy: 65.1%** (1039/1596 points across 532 queries)
428
+
429
+ | Query | Expected | Top Result | Score | ✓ |
430
+ |-------|----------|------------|-------|---|
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+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.9067 | ✅ |
432
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 Corinthians 8:3 | 0.8899 | ⚠️ |
433
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 1 Samuel 20:7 | 0.8453 | ❌ |
434
+ | they meant bad but god meant good | ['Genesis 50:20'] | Genesis 50:20 | 0.8547 | ✅ |
435
+ | isn't there a verse about god loves the world? | ['John 3:16'] | John 3:16 | 0.8874 | ✅ |
436
+ | god loves the world | ['John 3:16'] | 1 Corinthians 8:3 | 0.8800 | ❌ |
437
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8965 | ✅ |
438
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8781 | ✅ |
439
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.9000 | ✅ |
440
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.9231 | ✅ |
441
+
442
+ *... and 522 more queries*
443
+
444
  ### voyage/voyage-3 (BSB)
445
 
446
  **Accuracy: 63.6%** (1015/1596 points across 532 queries)
 
460
 
461
  *... and 522 more queries*
462
 
463
+ ### huggingface/ibm-granite-granite-embedding-30m-english (BSB)
464
+
465
+ **Accuracy: 62.4%** (996/1596 points across 532 queries)
466
+
467
+ | Query | Expected | Top Result | Score | ✓ |
468
+ |-------|----------|------------|-------|---|
469
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8550 | ✅ |
470
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8605 | ✅ |
471
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 3 John 1:11 | 0.7846 | ❌ |
472
+ | they meant bad but god meant good | ['Genesis 50:20'] | 3 John 1:11 | 0.8021 | ❌ |
473
+ | isn't there a verse about god loves the world? | ['John 3:16'] | 1 John 2:15 | 0.8359 | ❌ |
474
+ | god loves the world | ['John 3:16'] | 1 Corinthians 8:3 | 0.8507 | ❌ |
475
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.8176 | ✅ |
476
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8326 | ✅ |
477
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8433 | ✅ |
478
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8949 | ✅ |
479
+
480
+ *... and 522 more queries*
481
+
482
+ ### huggingface/ibm-granite-granite-embedding-278m-multilingual (BSB)
483
+
484
+ **Accuracy: 61.3%** (979/1596 points across 532 queries)
485
+
486
+ | Query | Expected | Top Result | Score | ✓ |
487
+ |-------|----------|------------|-------|---|
488
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8351 | ✅ |
489
+ | god is love | ['1 John 4:8', '1 John 4:16'] | Deuteronomy 2:17 | 0.7579 | ⚠️ |
490
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 3 John 1:11 | 0.7421 | ❌ |
491
+ | they meant bad but god meant good | ['Genesis 50:20'] | 3 John 1:11 | 0.7788 | ❌ |
492
+ | isn't there a verse about god loves the world? | ['John 3:16'] | 1 John 2:15 | 0.8356 | ⚠️ |
493
+ | god loves the world | ['John 3:16'] | 1 John 2:15 | 0.8032 | ❌ |
494
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | 1 John 2:15 | 0.8294 | ⚠️ |
495
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8055 | ✅ |
496
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8190 | ✅ |
497
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8354 | ✅ |
498
+
499
+ *... and 522 more queries*
500
+
501
+ ### huggingface/intfloat-e5-small-v2 (BSB)
502
+
503
+ **Accuracy: 60.5%** (966/1596 points across 532 queries)
504
+
505
+ | Query | Expected | Top Result | Score | ✓ |
506
+ |-------|----------|------------|-------|---|
507
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8610 | ✅ |
508
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:16 | 0.8750 | ✅ |
509
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 1 Peter 3:17 | 0.8781 | ❌ |
510
+ | they meant bad but god meant good | ['Genesis 50:20'] | 1 Peter 3:17 | 0.8570 | ❌ |
511
+ | isn't there a verse about god loves the world? | ['John 3:16'] | Romans 3:6 | 0.8696 | ❌ |
512
+ | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.8835 | ❌ |
513
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | Romans 3:6 | 0.8743 | ❌ |
514
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.8768 | ✅ |
515
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | 1 Corinthians 14:36 | 0.8613 | ❌ |
516
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8985 | ✅ |
517
+
518
+ *... and 522 more queries*
519
+
520
+ ### huggingface/ibm-granite-granite-embedding-107m-multilingual (BSB)
521
+
522
+ **Accuracy: 58.2%** (929/1596 points across 532 queries)
523
+
524
+ | Query | Expected | Top Result | Score | ✓ |
525
+ |-------|----------|------------|-------|---|
526
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:8 | 0.8308 | ✅ |
527
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:7 | 0.7601 | ⚠️ |
528
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | 3 John 1:11 | 0.7560 | ❌ |
529
+ | they meant bad but god meant good | ['Genesis 50:20'] | 3 John 1:11 | 0.7977 | ❌ |
530
+ | isn't there a verse about god loves the world? | ['John 3:16'] | 1 John 2:15 | 0.8450 | ❌ |
531
+ | god loves the world | ['John 3:16'] | 1 John 2:15 | 0.8174 | ⚠️ |
532
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | 1 John 2:15 | 0.8514 | ❌ |
533
+ | god loved the whole world | ['John 3:16'] | 1 John 2:15 | 0.8083 | ⚠️ |
534
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.8195 | ✅ |
535
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8433 | ✅ |
536
+
537
+ *... and 522 more queries*
538
+
539
+ ### huggingface/sentence-transformers-all-MiniLM-L6-v2 (BSB)
540
+
541
+ **Accuracy: 57.0%** (910/1596 points across 532 queries)
542
+
543
+ | Query | Expected | Top Result | Score | ✓ |
544
+ |-------|----------|------------|-------|---|
545
+ | isn't there a verse about god is love? | ['1 John 4:8', '1 John 4:16'] | 1 John 4:16 | 0.6131 | ✅ |
546
+ | god is love | ['1 John 4:8', '1 John 4:16'] | 1 John 4:16 | 0.6814 | ✅ |
547
+ | verse about they meant bad but god meant good (rou... | ['Genesis 50:20'] | Luke 18:19 | 0.5797 | ❌ |
548
+ | they meant bad but god meant good | ['Genesis 50:20'] | Luke 18:19 | 0.5357 | ❌ |
549
+ | isn't there a verse about god loves the world? | ['John 3:16'] | Psalms 33:5 | 0.5652 | ⚠️ |
550
+ | god loves the world | ['John 3:16'] | Psalms 33:5 | 0.6514 | ⚠️ |
551
+ | isn't there a verse about god loved the whole worl... | ['John 3:16'] | John 3:16 | 0.6053 | ✅ |
552
+ | god loved the whole world | ['John 3:16'] | John 3:16 | 0.6701 | ✅ |
553
+ | isn't there a verse about in the beginning god cre... | ['Genesis 1:1'] | Genesis 1:1 | 0.6438 | ✅ |
554
+ | in the beginning god created | ['Genesis 1:1'] | Genesis 1:1 | 0.8086 | ✅ |
555
+
556
+ *... and 522 more queries*
557
+
558
  ### huggingface/BAAI-bge-base-en (BSB)
559
 
560
  **Accuracy: 53.9%** (861/1596 points across 532 queries)
results/huggingface/Salesforce-SFR-Embedding-Mistral.csv ADDED
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results/huggingface/ibm-granite-granite-embedding-107m-multilingual.csv ADDED
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results/huggingface/ibm-granite-granite-embedding-125m-english.csv ADDED
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results/huggingface/ibm-granite-granite-embedding-278m-multilingual.csv ADDED
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results/huggingface/ibm-granite-granite-embedding-30m-english.csv ADDED
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results/huggingface/intfloat-e5-base-v2.csv ADDED
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results/huggingface/intfloat-e5-large-v2.csv ADDED
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results/huggingface/intfloat-e5-small-v2.csv ADDED
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results/huggingface/sentence-transformers-all-MiniLM-L6-v2.csv ADDED
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results/huggingface/thenlper-gte-base.csv ADDED
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results/huggingface/thenlper-gte-large.csv ADDED
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results/huggingface/thenlper-gte-small.csv ADDED
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