Cross-model Retrieval on CUB200 (val test)
75.44CMC-Top1Backward Adapter (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Backward Adapter (Ours)Query/Gallery=B_lambda(phi_new) / B_lambda(phi_new)2025.09 | 75.44 | 2.5 | |
| Ind. Train.Query/Gallery=phi_new / phi_new2025.09 | 71.78 | — | |
| Backward Adapter (Ours)Query/Gallery=B_lambda(phi_new) / F(phi_old)2025.09 | 70.72 | — | |
| FCTQuery/Gallery=phi_new / F(phi_old)2025.09 | 62.13 | — | |
| FastFillQuery/Gallery=phi_new / F(phi_old)2025.09 | 61.49 | — | |
| Backward Adapter (Ours)Query/Gallery=B_lambda(phi_new) / phi_old2025.09 | 60.64 | — | |
| Backward Adapter (Ours)Query/Gallery=F(phi_old) / F(phi_old)2025.09 | 59.92 | — | |
| FastFillQuery/Gallery=F(phi_old) / F(phi_old)2025.09 | 54.5 | — | |
| Backward Adapter (Ours)Query/Gallery=F(phi_old) / phi_old2025.09 | 51.12 | — | |
| FCTQuery/Gallery=F(phi_old) / F(phi_old)2025.09 | 51.1 | — | |
| Ind. Train.Query/Gallery=phi_old / phi_old2025.09 | 44.82 | — | |
| Ind. Train.Query/Gallery=phi_new / phi_old2025.09 | 0.4 | — | |
| FastFillQuery/Gallery=F(phi_old) / phi_old2025.09 | 0.4 | — | |
| FCTQuery/Gallery=F(phi_old) / phi_old2025.09 | 0.04 | — |