Unsupervised Cross-domain Image Retrieval on DomainNet (Painting → Quickdraw)
81.67Precision@50TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 81.67 | 77.04 | 71.34 | |
| SA-MoEBackbone=ViT-B2026.03 | 72.54 | 71.16 | 69.22 | |
| TPSNetBackbone=ResNet-502026.03 | 67.21 | 65.38 | 61.88 | |
| ShieldIRBackbone=ResNet-502026.03 | 65.33 | 61.25 | 57.98 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 65.06 | 62.9 | 59.89 | |
| DDBackbone=ViT-B2026.03 | 63.19 | 61.19 | 58.09 | |
| ProtoOTBackbone=ResNet-502026.03 | 63.06 | 59.92 | 56.73 | |
| CoDABackbone=ViT-B2026.03 | 50.24 | 48.58 | 44.68 | |
| DDBackbone=ResNet-502026.03 | 39.72 | 38.59 | 37.63 | |
| CoDABackbone=ResNet-502026.03 | 28.73 | 26.69 | 24.95 |