Open Set Multi-Target Domain Adaptation on Office-31 Amazon Source 10/21
100OS*AD-CLIP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AD-CLIPBackbone=ViT-B/162024.08 | 100 | 22.68 | 36.97 | |
| DANCEBackbone=RN502024.08 | 96.02 | 64.05 | 76.84 | |
| CLIPBackbone=ViT-B/162024.08 | 95.24 | 28.43 | 43.79 | |
| AD-CLIPBackbone=RN502024.08 | 93.26 | 25.55 | 40.11 | |
| OSDA-BPBackbone=RN502024.08 | 92.66 | 25.11 | 39.51 | |
| CLIPBackbone=RN502024.08 | 92.53 | 25.22 | 39.64 | |
| COSMoBackbone=ViT-B/162024.08 | 90.64 | 94.36 | 92.46 | |
| OSDA-BPBackbone=ViT-B/162024.08 | 90.24 | 78.43 | 83.92 | |
| DANCEBackbone=ViT-B/162024.08 | 87.82 | 85.18 | 86.48 | |
| COSMoBackbone=RN502024.08 | 74.58 | 81.64 | 77.95 |