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Benchmarks
Information Retrieval on BEIR NFCorpus
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0.022
Δ nDCG@10
SVD
0.00016
0.00583
0.0115
0.01717
Jun 26, 2026
Δ nDCG@10
nDCG@10
95% CI (Δ nDCG@10)
Updated 27d ago
Evaluation Results
Method
Method
Links
Δ nDCG@10
nDCG@10
95% CI (Δ nDCG@10)
SVD
Encoder=e5-base, k=d/2...
2026.06
0.022
-
0.033
SVD
Encoder=e5-small, k=d/...
2026.06
0.021
-
0.031
SHARD
Encoder=e5-small, conf...
2026.06
0.018
-
0.026
SHARD
Encoder=e5-base, confi...
2026.06
0.005
-
0.008
SHARD
Encoder=e5-small, conf...
2026.06
0.002
-
0.004
SHARD
Encoder=e5-base, confi...
2026.06
0.001
-
0.002
raw
Encoder=e5-base, Kcand...
2026.06
-
32.7
-
raw
Encoder=e5-small, Kcan...
2026.06
-
30.2
-
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