Unsupervised Cross-domain Image Retrieval on DomainNet (Clipart → Painting)
97.84Precision@50TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 97.84 | 97.73 | 96.64 | |
| TPSNetBackbone=ResNet-502026.03 | 94.56 | 93.99 | 91.08 | |
| SA-MoEBackbone=ViT-B2026.03 | 90.6 | 90.42 | 89.25 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 86.17 | 85.83 | 82.86 | |
| DDBackbone=ViT-B2026.03 | 86 | 85.57 | 83.72 | |
| ShieldIRBackbone=ResNet-502026.03 | 85.32 | 85.34 | 84.3 | |
| ProtoOTBackbone=ResNet-502026.03 | 82.7 | 82.66 | 81.38 | |
| CoDABackbone=ViT-B2026.03 | 82.56 | 80.18 | 79.65 | |
| DDBackbone=ResNet-502026.03 | 52.58 | 50.1 | 46.11 | |
| CoDABackbone=ResNet-502026.03 | 46.51 | 42.38 | 41.22 |