Unsupervised Cross-domain Image Retrieval on DomainNet (Clipart → Sketch)
97.92Precision@50TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 97.92 | 97.84 | 97.73 | |
| TPSNetBackbone=ResNet-502026.03 | 95.43 | 95.31 | 94.63 | |
| ShieldIRBackbone=ResNet-502026.03 | 87.16 | 87.12 | 86.74 | |
| SA-MoEBackbone=ViT-B2026.03 | 83.97 | 82.08 | 78.4 | |
| ProtoOTBackbone=ResNet-502026.03 | 82.7 | 82.26 | 80.32 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 77.47 | 73.83 | 69.31 | |
| DDBackbone=ViT-B2026.03 | 76.55 | 73.39 | 68.66 | |
| CoDABackbone=ViT-B2026.03 | 73.62 | 70.22 | 65.51 | |
| DDBackbone=ResNet-502026.03 | 56.31 | 52.47 | 47.38 | |
| CoDABackbone=ResNet-502026.03 | 44.56 | 35.86 | 35.14 |