Domain Adaptation on Office-Home Three-source domain adaptation
89.88Accuracy (Ar)MPGA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPGABackbone=ViT-L/142024.06 | 89.88 | 95.49 | 94.97 | 93.45 | |
| PGABackbone=ViT-L/142024.06 | 89.17 | 95.37 | 94.34 | 92.96 | |
| LanDABackbone=ViT-L/142024.06 | 88.83 | 94.09 | 93.22 | 92.05 | |
| LADSBackbone=ViT-L/142024.06 | 87.71 | 93.86 | 93 | 91.52 | |
| CLIP LPBackbone=ViT-L/14, Protocol=Linear Probing2024.06 | 87.02 | 92.55 | 92.7 | 90.76 | |
| CLIP ZS(A)Backbone=ViT-L/14, Protocol=Zero-Shot2024.06 | 86.34 | 92.1 | 87.73 | 88.73 | |
| CLIP ZS(G)Backbone=ViT-L/14, Protocol=Zero-Shot2024.06 | 84.97 | 91.94 | 90.96 | 89.29 |