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Benchmarks
Dense Retrieval on NFCorpus
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49.1
NDCG@10
OPERA Static Pruning (SP)
44.94
46.02
47.1
48.18
Mar 17, 2026
NDCG@10
Relative Improvement
Recall@20
Updated 1mo ago
Evaluation Results
Method
Method
Links
NDCG@10
Relative Improvement
Recall@20
OPERA Static Pruning (SP)
Method Strategy=Static...
2026.03
49.1
-
26.7
OPERA Dynamic Pruning (DP)
Method Strategy=Dynami...
2026.03
48
-
30.4
InfoBatch (IB)
Method Strategy=InfoBa...
2026.03
47
-
30.4
Fine-tuned (FT)
Method Strategy=Fine-t...
2026.03
46.6
-
30
Pretrained (PT)
Method Strategy=Pretra...
2026.03
45.1
-
23.2
PCA
Base Encoder=Tas-B, Ad...
2026.01
-
1.9
-
GPL
Base Encoder=Tas-B, Ad...
2026.01
-
8.1
-
GPL + JPQ
Base Encoder=Tas-B, Ad...
2026.01
-
1.5
-
GPL + BPR
Base Encoder=Tas-B, Ad...
2026.01
-
-6.2
-
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