Universal Domain Adaptation on DomainNet
80.5PR ScoreOurs
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| OursBackbone=CLIP2025.06 | 80.5 | 69.7 | 69.1 | 69.3 | 69.6 | 81.5 | 73.3 | |
| OVANetBackbone=CLIP2025.06 | 72.5 | 64.5 | 65.6 | 65.2 | 61.8 | 72.1 | 67 | |
| UniOTBackbone=CLIP2025.06 | 72 | 63.8 | 66.5 | 66.5 | 62 | 72.8 | 67.3 | |
| SOBackbone=CLIP2025.06 | 67.1 | 63 | 64 | 63.2 | 56.9 | 66.9 | 63.5 | |
| DANCEBackbone=CLIP2025.06 | 66 | 62.1 | 65.3 | 63.9 | 62.6 | 66.4 | 64.4 | |
| GLCBackbone=ResNet-502025.06 | 63.3 | 50.5 | 54.9 | 50.9 | 49.6 | 61.3 | 55.1 | |
| UniOTBackbone=ResNet-502025.06 | 59.3 | 51.8 | 47.8 | 48.3 | 46.8 | 58.3 | 52 | |
| GATEBackbone=ResNet-502025.06 | 57.4 | 48.7 | 52.8 | 47.6 | 49.5 | 56.3 | 52.1 | |
| SOBackbone=ResNet-502025.06 | 57.3 | 38.2 | 47.8 | 38.4 | 32.2 | 48.2 | 43.7 | |
| DCCBackbone=ResNet-502025.06 | 56.9 | 43.7 | 50.3 | 43.3 | 44.9 | 56.2 | 49.2 | |
| OVANetBackbone=ResNet-502025.06 | 56 | 47.1 | 51.7 | 44.9 | 47.4 | 57.2 | 50.7 | |
| DANCEBackbone=ResNet-502025.06 | 21 | 37 | 47.3 | 46.7 | 27.7 | 21 | 33.5 |