Image Retrieval on ImageNet-1k (val)
61.13CMC@1Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursQuery/Gallery=F(ϕold)/ϕold, Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 61.13 | — | — | 41.22 | |
| OursQuery/Gallery=F(ϕold)/F(ϕold), Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 57.69 | — | — | 41.08 | |
| Ind. Train.Query/Gallery=ϕold/ϕold, Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 55.62 | — | — | 26.91 | |
| OursQuery/Gallery=B⊥(ϕnew)/F(ϕold), Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 44.93 | — | — | 29.26 | |
| Ind. Train.Query/Gallery=ϕnew/ϕnew, Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 44.29 | — | — | 16.15 | |
| OursQuery/Gallery=B⊥(ϕnew)/B⊥(ϕnew), Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 44.29 | — | — | 16.15 | |
| FCTQuery/Gallery=ϕnew/F(ϕold), Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 42.96 | — | — | 16.88 | |
| FCTQuery/Gallery=F(ϕold)/F(ϕold), Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 42.58 | — | — | 16.93 | |
| OursQuery/Gallery=B⊥(ϕnew)/ϕold, Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 30.02 | — | — | 16.68 | |
| Ind. Train.Query/Gallery=ϕnew/ϕold, Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 0.04 | — | — | 0.17 | |
| FCTQuery/Gallery=F(ϕold)/ϕold, Old Model=ResNet-18, New Model=CLIP (CC12M)2025.09 | 0.04 | — | — | 0.17 |