Unsupervised Cross-domain Image Retrieval on DomainNet (Infograph → Real)
78.72Precision@50TPSNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 78.72 | 78.55 | 78.31 | |
| TPSNetBackbone=ResNet-502026.03 | 70.04 | 69.55 | 68.74 | |
| SA-MoEBackbone=ViT-B2026.03 | 57.29 | 57.55 | 57.67 | |
| ShieldIRBackbone=ResNet-502026.03 | 54.41 | 54.93 | 55.34 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 48.92 | 47.97 | 45.2 | |
| ProtoOTBackbone=ResNet-502026.03 | 48.74 | 49.28 | 49.6 | |
| DDBackbone=ViT-B2026.03 | 47.12 | 47.15 | 46.89 | |
| CoDABackbone=ViT-B2026.03 | 46.11 | 45.98 | 45.13 | |
| DDBackbone=ResNet-502026.03 | 35.52 | 35.24 | 34.35 | |
| CoDABackbone=ResNet-502026.03 | 27.12 | 27.21 | 26.43 |