Robust Image Classification on PACS Photo
96.31Accuracy (0% Attack)TSD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TSDAttack Type=l_infinity2026.06 | 96.31 | 45.63 | |
| TentAttack Type=l_infinity2026.06 | 95.91 | 40.82 | |
| Tent+MedBNAttack Type=l_infinity2026.06 | 95.87 | 29.16 | |
| Tent+SAFER-AAttack Type=l_infinity2026.06 | 95.71 | 75.27 | |
| TSD+SAFER-AAttack Type=l_infinity2026.06 | 95.53 | 79.38 | |
| PLAttack Type=l_infinity2026.06 | 95.37 | 35.19 | |
| EATAAttack Type=l_infinity2026.06 | 95.27 | 38 | |
| TeSLAAttack Type=l_infinity2026.06 | 95.11 | 71.32 | |
| ERMAttack Type=l_infinity2026.06 | 94.99 | 59.34 | |
| Tent+SAFERAttack Type=l_infinity2026.06 | 94.63 | 90.78 | |
| PL+SAFER-AAttack Type=l_infinity2026.06 | 94.43 | 71.82 | |
| TSD+SAFERAttack Type=l_infinity2026.06 | 94.21 | 90.12 | |
| PL+SAFERAttack Type=l_infinity2026.06 | 93.93 | 89.92 | |
| Robust ERMAttack Type=l_infinity2026.06 | 62.2 | 62.08 |