MTEB-NL
Collection
Massive Text Embedding Benchmark for Dutch. Check https://github.com/nikolay-banar/mteb-nl-dev to evaluate your models.
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26 items
•
Updated
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2
corpus-id
string | query-id
int64 | score
int64 |
|---|---|---|
c:vabb:510138
| 7,695
| 1
|
c:vabb:80505
| 8,846
| 1
|
c:vabb:390823
| 4,828
| 1
|
c:vabb:456781
| 6,517
| 1
|
c:vabb:387598
| 4,563
| 1
|
c:vabb:272277
| 791
| 1
|
c:vabb:489376
| 7,131
| 1
|
c:vabb:376380
| 4,098
| 1
|
c:vabb:341968
| 3,054
| 1
|
c:vabb:326887
| 2,424
| 1
|
c:vabb:431582
| 5,950
| 1
|
c:vabb:324439
| 2,138
| 1
|
c:vabb:388926
| 4,738
| 1
|
c:vabb:83206
| 9,202
| 1
|
c:vabb:509839
| 7,659
| 1
|
c:vabb:83134
| 9,165
| 1
|
c:vabb:270423
| 683
| 1
|
c:vabb:326212
| 2,308
| 1
|
c:vabb:300938
| 1,497
| 1
|
c:vabb:462367
| 6,593
| 1
|
c:vabb:388999
| 4,747
| 1
|
c:vabb:342393
| 3,128
| 1
|
c:vabb:525571
| 8,233
| 1
|
c:vabb:530565
| 8,331
| 1
|
c:vabb:177984
| 429
| 1
|
c:vabb:484515
| 7,033
| 1
|
c:vabb:309891
| 1,884
| 1
|
c:vabb:522517
| 8,194
| 1
|
c:vabb:177928
| 424
| 1
|
c:vabb:388576
| 4,683
| 1
|
c:vabb:274687
| 838
| 1
|
c:vabb:475619
| 6,836
| 1
|
c:vabb:511871
| 7,834
| 1
|
c:vabb:180710
| 449
| 1
|
c:vabb:490755
| 7,173
| 1
|
c:vabb:341865
| 3,006
| 1
|
c:vabb:483915
| 7,019
| 1
|
c:vabb:340622
| 2,816
| 1
|
c:vabb:463380
| 6,608
| 1
|
c:vabb:276592
| 1,033
| 1
|
c:vabb:293220
| 1,303
| 1
|
c:vabb:368528
| 3,694
| 1
|
c:vabb:168927
| 324
| 1
|
c:vabb:296795
| 1,413
| 1
|
c:vabb:80020
| 8,806
| 1
|
c:vabb:375116
| 3,954
| 1
|
c:vabb:423481
| 5,806
| 1
|
c:vabb:517445
| 8,082
| 1
|
c:vabb:335455
| 2,601
| 1
|
c:vabb:531657
| 8,334
| 1
|
c:vabb:433045
| 5,995
| 1
|
c:vabb:435546
| 6,056
| 1
|
c:vabb:304424
| 1,766
| 1
|
c:vabb:490409
| 7,148
| 1
|
c:vabb:295853
| 1,385
| 1
|
c:vabb:80775
| 8,893
| 1
|
c:vabb:376728
| 4,138
| 1
|
c:vabb:370569
| 3,748
| 1
|
c:vabb:342090
| 3,073
| 1
|
c:vabb:438253
| 6,195
| 1
|
c:vabb:293193
| 1,293
| 1
|
c:vabb:420805
| 5,756
| 1
|
c:vabb:384139
| 4,458
| 1
|
c:vabb:403071
| 5,294
| 1
|
c:vabb:390934
| 4,831
| 1
|
c:vabb:76469
| 8,764
| 1
|
c:vabb:434261
| 6,020
| 1
|
c:vabb:540529
| 8,632
| 1
|
c:vabb:385324
| 4,490
| 1
|
c:vabb:510862
| 7,757
| 1
|
c:vabb:389240
| 4,783
| 1
|
c:vabb:351512
| 3,420
| 1
|
c:vabb:414871
| 5,450
| 1
|
c:vabb:509888
| 7,666
| 1
|
c:vabb:529639
| 8,306
| 1
|
c:vabb:509834
| 7,654
| 1
|
c:vabb:81482
| 8,969
| 1
|
c:vabb:271568
| 754
| 1
|
c:vabb:340908
| 2,850
| 1
|
c:vabb:391805
| 4,862
| 1
|
c:vabb:510307
| 7,727
| 1
|
c:vabb:524433
| 8,209
| 1
|
c:vabb:359603
| 3,581
| 1
|
c:vabb:341300
| 2,919
| 1
|
c:vabb:375070
| 3,940
| 1
|
c:vabb:507570
| 7,601
| 1
|
c:vabb:489945
| 7,137
| 1
|
c:vabb:513672
| 7,974
| 1
|
c:vabb:385029
| 4,483
| 1
|
c:vabb:175779
| 403
| 1
|
c:vabb:332502
| 2,532
| 1
|
c:vabb:382060
| 4,395
| 1
|
c:vabb:483391
| 7,005
| 1
|
c:vabb:313186
| 1,932
| 1
|
c:vabb:276397
| 998
| 1
|
c:vabb:304728
| 1,803
| 1
|
c:vabb:178387
| 435
| 1
|
c:vabb:377569
| 4,260
| 1
|
c:vabb:305639
| 1,861
| 1
|
c:vabb:165697
| 198
| 1
|
This dataset is based on the VABB dataset, the Flemish Academic Bibliography for the Social Sciences and Humanities.
If you find our paper, benchmark or models helpful, please consider cite as follows:
@misc{banar2025mtebnle5nlembeddingbenchmark,
title={MTEB-NL and E5-NL: Embedding Benchmark and Models for Dutch},
author={Nikolay Banar and Ehsan Lotfi and Jens Van Nooten and Cristina Arhiliuc and Marija Kliocaite and Walter Daelemans},
year={2025},
eprint={2509.12340},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2509.12340},
}
The data source:
@misc{aspeslagh2024vabbshw_blx,
author = {Aspeslagh, P. and Guns, R. and Engels, T. C. E.},
title = {{VABB-SHW}: Dataset of Flemish Academic Bibliography for the Social Sciences and Humanities},
version = {edition 14},
year = {2024},
publisher= {Zenodo},
doi = {10.5281/zenodo.14214806},
url = {https://doi.org/10.5281/zenodo.14214806},
urldate = {2025-08-14},
type = {Data set}
}