Cross-domain image retrieval on Office-Home Product → Art
88.8P@1TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 88.8 | 86.14 | 81.01 | |
| SA-MoEBackbone=ViT-B2026.03 | 66.57 | 62.82 | 55.12 | |
| TPSNetBackbone=ResNet-502026.03 | 63.82 | 59.98 | 52.31 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 61.46 | 55.89 | 47.42 | |
| DDBackbone=ViT-B2026.03 | 60.8 | 53.89 | 44.88 | |
| CoDABackbone=ViT-B2026.03 | 57.53 | 51.54 | 40.11 | |
| ShieldIRBackbone=ResNet-502026.03 | 56.31 | 52.71 | 47.39 | |
| ProtoOTBackbone=ResNet-502026.03 | 53.43 | 52.07 | 46.89 | |
| DDBackbone=ResNet-502026.03 | 42.51 | 37.94 | 31.41 | |
| CoDABackbone=ResNet-502026.03 | 40.98 | 32.24 | 30.54 |