Image Retrieval on ImageNet1K Extending classes setting 1.0
61.61CMC Top-1Ind. Train.
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ind. Train.Query/Gallery=ϕnew/ϕnew2025.09 | 61.61 | 35.69 | |
| OursQuery/Gallery=B⊥(ϕnew)/B⊥(ϕnew)2025.09 | 61.61 | 35.69 | |
| OursCompatibility mode=Mf (Forward-adapted model)2025.09 | 61.2 | 36.46 | |
| FastFillCompatibility mode=Mf (Forward-adapted model)2025.09 | 60.49 | 35.59 | |
| FCTCompatibility mode=Mf (Forward-adapted model)2025.09 | 58.72 | 33.57 | |
| OursQuery/Gallery=B⊥(ϕnew)/F(ϕold)2025.09 | 57.41 | 34.53 | |
| FCTQuery/Gallery=ϕnew/F(ϕold)2025.09 | 57.21 | 33 | |
| FastFillQuery/Gallery=ϕnew/F(ϕold)2025.09 | 57.21 | 33.19 | |
| OursQuery/Gallery=F(ϕold)/F(ϕold)2025.09 | 51.46 | 33.75 | |
| FastFillQuery/Gallery=F(ϕold)/F(ϕold)2025.09 | 50.63 | 31.48 | |
| FCTQuery/Gallery=F(ϕold)/F(ϕold)2025.09 | 50.13 | 30.93 | |
| OursQuery/Gallery=F(ϕold)/ϕold2025.09 | 44.59 | 26.7 | |
| OursQuery/Gallery=B⊥(ϕnew)/ϕold2025.09 | 43.94 | 25.75 | |
| Ind. Train.Query/Gallery=ϕold/ϕold2025.09 | 43.56 | 25.18 | |
| Ind. Train.Query/Gallery=ϕnew/ϕold2025.09 | 0.1 | 0.15 | |
| FCTQuery/Gallery=F(ϕold)/ϕold2025.09 | 0.1 | 0.15 | |
| FastFillQuery/Gallery=F(ϕold)/ϕold2025.09 | 0.1 | 0.15 |