Unsupervised Cross-domain Image Retrieval on DomainNet (Quickdraw → Painting)
65.12Precision@50TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetBackbone=ViT-B2026.03 | 65.12 | 64.51 | 63.31 | |
| SA-MoEBackbone=ViT-B2026.03 | 61.32 | 61.21 | 61.03 | |
| TPSNetBackbone=ResNet-502026.03 | 59.27 | 57.93 | 54.3 | |
| ShieldIRBackbone=ResNet-502026.03 | 58.07 | 57.42 | 55.11 | |
| ProtoOTBackbone=ResNet-502026.03 | 56.51 | 55.66 | 52.04 | |
| DG-UCDIRBackbone=ViT-B2026.03 | 54.18 | 53.95 | 53.21 | |
| DDBackbone=ViT-B2026.03 | 53.55 | 53.46 | 53.09 | |
| CoDABackbone=ViT-B2026.03 | 43.49 | 42.65 | 41.94 | |
| DDBackbone=ResNet-502026.03 | 33.45 | 33.81 | 34.29 | |
| CoDABackbone=ResNet-502026.03 | 21.05 | 20.52 | 20.81 |