Retrieval on BRIGHT 12 datasets aggregate (test)
12.74NDCG@10Contriever
Evaluation Results
| Method | Links | |
|---|---|---|
| ContrieverBackbone=Contriever, Similarity Function=QNorm2026.02 | 12.74 | |
| ContrieverBackbone=Contriever, Similarity Function=Dot2026.02 | 12.53 | |
| ContrieverBackbone=Contriever, Similarity Function=Learn2026.02 | 11.66 | |
| ContrieverBackbone=Contriever, Similarity Function=DNorm2026.02 | 9.83 | |
| RetroMAEBackbone=RetroMAE, Similarity Function=Learn2026.02 | 9.75 | |
| Ours (8k)Backbone=Contriever, Q/Doc=22026.02 | 9.5 | |
| RetroMAEBackbone=RetroMAE, Similarity Function=DNorm2026.02 | 9.46 | |
| RetroMAEBackbone=RetroMAE, Similarity Function=QNorm2026.02 | 9.44 | |
| OursBackbone=Contriever, Q/Doc=32026.02 | 9.12 | |
| RetroMAEBackbone=RetroMAE, Similarity Function=Dot2026.02 | 8.71 | |
| SAPBackbone=RetroMAE, Q/Doc=2, Extension=Extended by authors2026.02 | 8.63 | |
| OursBackbone=RetroMAE, Q/Doc=22026.02 | 8.07 | |
| ContrieverBackbone=Contriever, Similarity Function=Cosine2026.02 | 7.41 | |
| SupervisedBackbone=Contriever, Q/Doc=12026.02 | 7.11 | |
| SupervisedBackbone=RetroMAE, Q/Doc=12026.02 | 6.33 | |
| RetroMAEBackbone=RetroMAE, Similarity Function=Cosine2026.02 | 6.11 | |
| PretrainedBackbone=RetroMAE, Q/Doc=-2026.02 | 5.2 | |
| RetroMAEBackbone=RetroMAE, Similarity Function=PT2026.02 | 5.2 | |
| PretrainedBackbone=Contriever, Q/Doc=-2026.02 | 3.84 | |
| ContrieverBackbone=Contriever, Similarity Function=PT2026.02 | 3.84 |