Open Set Multi-Target Domain Adaptation on Office-31 DSLR Source 10/21
92.3OS*AD-CLIP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AD-CLIPBackbone=RN502024.08 | 92.3 | 22.76 | 36.51 | |
| CLIPBackbone=ViT-B/162024.08 | 91.2 | 25.58 | 39.95 | |
| CLIPBackbone=RN502024.08 | 89.34 | 31.53 | 46.61 | |
| COSMoBackbone=ViT-B/162024.08 | 87.05 | 89.82 | 88.41 | |
| OSDA-BPBackbone=RN502024.08 | 83.97 | 55.23 | 66.63 | |
| COSMoBackbone=RN502024.08 | 82.93 | 78.69 | 80.76 | |
| AD-CLIPBackbone=ViT-B/162024.08 | 79.73 | 35.17 | 48.81 | |
| DANCEBackbone=ViT-B/162024.08 | 78.37 | 96.12 | 86.34 | |
| DANCEBackbone=RN502024.08 | 78.12 | 83 | 80.49 | |
| OSDA-BPBackbone=ViT-B/162024.08 | 77.78 | 71.68 | 74.6 |