Unsupervised Cross-domain Image Retrieval on DomainNet (Real → Quickdraw)
79.34Precision@50TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 79.34 | 76.89 | 72.14 | |
| ShieldIRBackbone=ResNet-502026.03 | 75.7 | 73.6 | 70.63 | |
| TPSNetBackbone=ResNet-502026.03 | 75.06 | 74.7 | 72.96 | |
| ProtoOTBackbone=ResNet-502026.03 | 67.24 | 67.02 | 65.41 | |
| SA-MoEBackbone=ViT-B2026.03 | 59.02 | 57.55 | 55.81 | |
| DDBackbone=ViT-B2026.03 | 51.65 | 50.48 | 48.97 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 50.62 | 49.24 | 46.8 | |
| CoDABackbone=ResNet-502026.03 | 39.87 | 36.28 | 32.91 | |
| CoDABackbone=ViT-B2026.03 | 39.85 | 31.84 | 29.49 | |
| DDBackbone=ResNet-502026.03 | 25 | 22.26 | 19.73 |