Domain Adaptation on VisDA (test, Real->Synthetic)
79.7Clean AccuracySFT+RL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SFT+RLepsilon=8/255, attack steps=PGD-202026.07 | 79.7 | 66.2 | |
| DANNepsilon=8/255, attack steps=PGD-202026.07 | 78.5 | 0.5 | |
| DARTepsilon=8/255, attack steps=PGD-202026.07 | 73.8 | 60.1 | |
| SRoUDAepsilon=8/255, attack steps=PGD-202026.07 | 61.6 | 49.3 | |
| ARTUDAepsilon=8/255, attack steps=PGD-202026.07 | 59.5 | 47.2 | |
| Tradesepsilon=8/255, attack steps=PGD-202026.07 | 57.4 | 45.6 | |
| Martepsilon=8/255, attack steps=PGD-202026.07 | 56 | 46.8 | |
| UDA+ATepsilon=8/255, attack steps=PGD-202026.07 | 52.8 | 33.5 |