Cross-model Retrieval on CIFAR-100 (val test)
78.23CMC Top-1Backward Adapter (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Backward Adapter (Ours)Query/Gallery=B_lambda(phi_new) / B_lambda(phi_new)2025.09 | 78.23 | 11.2 | |
| Ind. Train.Query/Gallery=phi_new / phi_new2025.09 | 74.08 | — | |
| Backward Adapter (Ours)Query/Gallery=B_lambda(phi_new) / F(phi_old)2025.09 | 72.08 | — | |
| Backward Adapter (Ours)Query/Gallery=B_lambda(phi_new) / phi_old2025.09 | 71.85 | — | |
| FCTQuery/Gallery=phi_new / F(phi_old)2025.09 | 69.8 | — | |
| Backward Adapter (Ours)Query/Gallery=F(phi_old) / F(phi_old)2025.09 | 67.72 | — | |
| Backward Adapter (Ours)Query/Gallery=F(phi_old) / phi_old2025.09 | 67.29 | — | |
| FastFillQuery/Gallery=phi_new / F(phi_old)2025.09 | 67.23 | — | |
| FastFillQuery/Gallery=F(phi_old) / F(phi_old)2025.09 | 66.17 | — | |
| FCTQuery/Gallery=F(phi_old) / F(phi_old)2025.09 | 57.35 | — | |
| Ind. Train.Query/Gallery=phi_old / phi_old2025.09 | 51.13 | — | |
| Ind. Train.Query/Gallery=phi_new / phi_old2025.09 | 0.8 | — | |
| FCTQuery/Gallery=F(phi_old) / phi_old2025.09 | 0.8 | — | |
| FastFillQuery/Gallery=F(phi_old) / phi_old2025.09 | 0.8 | — |