MMTEB: Massive Multilingual Text Embedding Benchmark
Paper • 2502.13595 • Published • 47
_id string | text string | title string |
|---|---|---|
ctx256_doc0 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Malayah Grave... | |
ctx256_doc1 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc2 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc3 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc4 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go.
Denisse Wilcox's pass key is 18025. Remember it. 18025 is the pass key f... | |
ctx256_doc5 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc6 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc7 | The grass is green. The sky is blue. The sun is yellow.
Dexter Baldwin's pass key is 9145. Remember it. 9145 is the pass key for Dexter Baldwin.
Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yel... | |
ctx256_doc8 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go.
Esmeralda Kelly's pass key is 48266. Remember it. 48266 is the pass key ... | |
ctx256_doc9 | The grass is green. The sky is blue.
Cooper McCann's pass key is 6718. Remember it. 6718 is the pass key for Cooper McCann.
The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yello... | |
ctx256_doc10 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc11 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc12 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Aitana Smith'... | |
ctx256_doc13 | The grass is green. The sky is blue. The sun is yellow. Here we go.
Liam Mahoney's pass key is 5698. Remember it. 5698 is the pass key for Liam Mahoney.
There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.... | |
ctx256_doc14 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.
Promise Shields's pass key is 38699. Remember it. 38699 is the pass key for Promise ... | |
ctx256_doc15 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc16 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc17 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc18 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.
Frances Diaz's pass key is 6141. Remember it. 6141 is the pass key for Frances Diaz.... | |
ctx256_doc19 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc20 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc21 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc22 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc23 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc24 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go.
Summer Walton's pass key is 36782. Remember it. 36782 is the pass key for Summer Walton.
There and back again. The grass is green. The sky is blue. The sun is yel... | |
ctx256_doc25 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green.
Dominick Chandler's pass key i... | |
ctx256_doc26 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.
Viviana Compton's pass key is 46926. Remember it. 46926 is the pass key for Viviana Compton.
Here we go. There and back again. The grass is green. The sky is blue. The sun is... | |
ctx256_doc27 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Abner Ballard's pass key is 42591. Remember it. 42... | |
ctx256_doc28 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc29 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc30 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green.
Katelyn Daniel's pass key is 2... | |
ctx256_doc31 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc32 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc33 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc34 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc35 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc36 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go.
Collins Spencer's pass key is 49730. Remember it. 49730 is the pass key ... | |
ctx256_doc37 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.
Ace Nichols's pass key is 10464. Remember it. 10464 is the pass key for Ace Nichols.
Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.... | |
ctx256_doc38 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc39 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc40 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Grace Dean's pass key is 22299. Remember it. 22299 is the pass key for Grace Dean.
The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. H... | |
ctx256_doc41 | The grass is green. The sky is blue. The sun is yellow.
Ronan Day's pass key is 18211. Remember it. 18211 is the pass key for Ronan Day.
Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Her... | |
ctx256_doc42 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Hayden Hull's pass key is 10190. Remember it. 10190 is the pass key for Hayden Hull.
The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.... | |
ctx256_doc43 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go.
Salem Bravo's pass key is 14111. Remember it. 14111 is the pass key for Salem Bravo.
There and back again. The grass is green. The sky is blue. The sun is yellow.... | |
ctx256_doc44 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc45 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Douglas Alfaro's pass key is 6699. Remember it. 6699 is the pass key for Douglas Alfaro.
The grass is green. The sky is blue. The sun is yel... | |
ctx256_doc46 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc47 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc48 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc49 | The grass is green. The sky is blue. The sun is yellow. Here we go.
Vihaan Savage's pass key is 23527. Remember it. 23527 is the pass key for Vihaan Savage.
There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yel... | |
ctx256_doc50 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc51 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc52 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc53 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc54 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc55 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green.
Kody Short's pass key is 30109... | |
ctx256_doc56 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc57 | .
Marlon Parra's pass key is 8181. Remember it. 8181 is the pass key for Marlon Parra.
The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yello... | |
ctx256_doc58 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc59 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Dorian Rogers's pass key is 5165. Remember it. 5165 is the pass key for Dorian Rogers.
The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yello... | |
ctx256_doc60 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc61 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc62 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Scarlett Kirk... | |
ctx256_doc63 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc64 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc65 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Morgan Copeland's pass key is 37838. Remember it. 37838 is the pass key for Morgan Copeland.
The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is... | |
ctx256_doc66 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc67 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc68 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Avery Hicks's pass key is 4559. Remember it. 4559 is the pass key for Avery Hicks.
The grass is green. The sky is blue. The sun is yellow. H... | |
ctx256_doc69 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc70 | .
Brittany Hart's pass key is 43337. Remember it. 43337 is the pass key for Brittany Hart.
The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is y... | |
ctx256_doc71 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green.
Joel York's pass key is 14936.... | |
ctx256_doc72 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc73 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green.
Zyaire Sweeney's pass key is 5230. Remember it. 5230 is the pass key for Zyaire Sweeney.
The sky is blue. The sun is yel... | |
ctx256_doc74 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc75 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green.
Dane Mosley's pass key is 6620. Remember it. 6620 is the pass key for Dane Mosley.
The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. H... | |
ctx256_doc76 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc77 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc78 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc79 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc80 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc81 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Aldo Bowen's pass key is 10660. Remember it. 10660 is the pass key for Aldo Bowen.
The sun is yellow. H... | |
ctx256_doc82 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go.
Dream Jarvis's pass key is 24261. Remember it. 24261 is the pass key for Dream Jarvis.
There and back again. The grass is green. The sky is blue. The sun is yello... | |
ctx256_doc83 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc84 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Felicity Stephens's pass key is 13731. Remember it. 13731 is the pass key for Felicity Stephens.
The grass is green. The sky is blue. The su... | |
ctx256_doc85 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc86 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc87 | .
Greyson Barber's pass key is 45995. Remember it. 45995 is the pass key for Greyson Barber.
The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is... | |
ctx256_doc88 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc89 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc90 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc91 | The grass is green.
Calvin Nichols's pass key is 39921. Remember it. 39921 is the pass key for Calvin Nichols.
The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is y... | |
ctx256_doc92 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue.
Aliyah Diaz's pass key is 41614. Remember it. 41614 is the pass key for Aliyah Diaz.
The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow.... | |
ctx256_doc93 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc94 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc95 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Emory Fitzgerald's pass key is 47785. Remember it.... | |
ctx256_doc96 | The grass is green. The sky is blue. The sun is yellow.
Marlee Mason's pass key is 16044. Remember it. 16044 is the pass key for Marlee Mason.
Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yello... | |
ctx256_doc97 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Brandon Levy's pass key is 10709. Remember it. 107... | |
ctx256_doc98 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The sun is ye... | |
ctx256_doc99 | The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again.
Kyson Christensen's pass key is 24868. Remember it. 24868 is the pass key for Kyson Christensen.
The grass is green. The sky is blue. The sun is yellow. Here we go. There and back again. The grass is green. The sky is blue. The su... |
passkey subset of dwzhu/LongEmbed dataset.
| Task category | t2t |
| Domains | Fiction, Written |
| Reference | https://huggingface.co/datasets/dwzhu/LongEmbed |
You can evaluate an embedding model on this dataset using the following code:
import mteb
task = mteb.get_tasks(["LEMBPasskeyRetrieval"])
evaluator = mteb.MTEB(task)
model = mteb.get_model(YOUR_MODEL)
evaluator.run(model)
To learn more about how to run models on mteb task check out the GitHub repitory.
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.
@article{zhu2024longembed,
author = {Zhu, Dawei and Wang, Liang and Yang, Nan and Song, Yifan and Wu, Wenhao and Wei, Furu and Li, Sujian},
journal = {arXiv preprint arXiv:2404.12096},
title = {LongEmbed: Extending Embedding Models for Long Context Retrieval},
year = {2024},
}
@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, Lo{\"\i}c 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},
}
The following code contains the descriptive statistics from the task. These can also be obtained using:
import mteb
task = mteb.get_task("LEMBPasskeyRetrieval")
desc_stats = task.metadata.descriptive_stats
{
"test_256": {
"num_samples": 150,
"number_of_characters": 89529,
"num_documents": 100,
"min_document_length": 867,
"average_document_length": 876.24,
"max_document_length": 891,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 35,
"average_query_length": 38.1,
"max_query_length": 45,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
},
"test_512": {
"num_samples": 150,
"number_of_characters": 180408,
"num_documents": 100,
"min_document_length": 1776,
"average_document_length": 1785.2,
"max_document_length": 1800,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 34,
"average_query_length": 37.76,
"max_query_length": 42,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
},
"test_1024": {
"num_samples": 150,
"number_of_characters": 362602,
"num_documents": 100,
"min_document_length": 3598,
"average_document_length": 3607.18,
"max_document_length": 3622,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 33,
"average_query_length": 37.68,
"max_query_length": 42,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
},
"test_2048": {
"num_samples": 150,
"number_of_characters": 726110,
"num_documents": 100,
"min_document_length": 7233,
"average_document_length": 7242.2,
"max_document_length": 7257,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 35,
"average_query_length": 37.8,
"max_query_length": 42,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
},
"test_4096": {
"num_samples": 150,
"number_of_characters": 1453698,
"num_documents": 100,
"min_document_length": 14509,
"average_document_length": 14518.16,
"max_document_length": 14533,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 34,
"average_query_length": 37.64,
"max_query_length": 42,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
},
"test_8192": {
"num_samples": 150,
"number_of_characters": 2908993,
"num_documents": 100,
"min_document_length": 29062,
"average_document_length": 29071.16,
"max_document_length": 29086,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 33,
"average_query_length": 37.54,
"max_query_length": 41,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
},
"test_16384": {
"num_samples": 150,
"number_of_characters": 5819422,
"num_documents": 100,
"min_document_length": 58166,
"average_document_length": 58175.16,
"max_document_length": 58190,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 34,
"average_query_length": 38.12,
"max_query_length": 45,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
},
"test_32768": {
"num_samples": 150,
"number_of_characters": 11639903,
"num_documents": 100,
"min_document_length": 116371,
"average_document_length": 116380.16,
"max_document_length": 116395,
"unique_documents": 100,
"num_queries": 50,
"min_query_length": 33,
"average_query_length": 37.74,
"max_query_length": 45,
"unique_queries": 50,
"none_queries": 0,
"num_relevant_docs": 50,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 50,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
}
}
This dataset card was automatically generated using MTEB