Image Classification on PACS (Domain Transfer Accuracy PGD)
95.7Accuracy (Ar -> Ca, Clean)SFT+RL
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SFT+RL2026.07 | 95.7 | 90.8 | 98.5 | 88.7 | 82.9 | 83.1 | 82.4 | 52.7 | 89.7 | 80.3 | 71.6 | 59.3 | 86.5 | 77.3 | |
| DART2026.07 | 89.1 | 79.1 | 98.15 | 81.4 | 89.5 | 86.4 | 71.9 | 53.1 | 78.4 | 69.2 | 87.8 | 76.8 | 85.7 | 73.3 | |
| ARTUDA2026.07 | 88.1 | 76 | 95 | 78.5 | 80.3 | 61.5 | 49.5 | 31.7 | 38.1 | 28.5 | 48.9 | 40.4 | 74.5 | 60.7 | |
| UDA+TRADES2026.07 | 85.1 | 77 | 98.3 | 82.2 | 86 | 83.3 | 69 | 44.2 | 76.6 | 63.8 | 89.6 | 76.4 | 83.3 | 71.6 | |
| UDA+AT2026.07 | 85 | 76.3 | 95 | 83.1 | 84.8 | 81.1 | 62.1 | 37.5 | 72.5 | 64 | 88.8 | 73.6 | 81.9 | 70 | |
| UDA+MART2026.07 | 84.9 | 78.1 | 95.5 | 82.5 | 85.2 | 83.7 | 67.5 | 45.6 | 71.8 | 63.1 | 88.3 | 77.1 | 81.6 | 72.1 | |
| DANN2026.07 | 84.2 | 12.5 | 97.9 | 2.7 | 84.9 | 0.5 | 68 | 45 | 72.1 | 14.2 | 71.3 | 0.1 | 81.4 | 11.9 | |
| SRoUDA2026.07 | 84.2 | 75.8 | 94.1 | 81.5 | 77.3 | 73.2 | 24.8 | 22.4 | 72.4 | 62.3 | 91.9 | 73.1 | 76.2 | 65.3 |