Unsupervised Cross-domain Image Retrieval on DomainNet (Painting → Clipart)
98.49Precision@50TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 98.49 | 98.45 | 98.26 | |
| SA-MoEBackbone=ViT-B2026.03 | 95 | 94.59 | 93.23 | |
| TPSNetBackbone=ResNet-502026.03 | 94.07 | 93.27 | 90.61 | |
| ShieldIRBackbone=ResNet-502026.03 | 93.96 | 93.47 | 90.99 | |
| DDBackbone=ViT-B2026.03 | 93.89 | 93.24 | 90.09 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 92.4 | 93.17 | 89.43 | |
| ProtoOTBackbone=ResNet-502026.03 | 91.04 | 90.09 | 86.67 | |
| CoDABackbone=ViT-B2026.03 | 85.93 | 82.34 | 80.29 | |
| DDBackbone=ResNet-502026.03 | 66.42 | 56.84 | 46.72 | |
| CoDABackbone=ResNet-502026.03 | 57.3 | 44.25 | 44.15 |