Image Classification Robustness on PACS Sketch
81.14Accuracy (0% Attack Rate)Tent+SAFER-A
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Tent+SAFER-AAttack Type=l_infinity2026.06 | 81.14 | 66.61 | |
| Tent+SAFERAttack Type=l_infinity2026.06 | 80.28 | 76.33 | |
| TSDAttack Type=l_infinity2026.06 | 78.9 | 32.72 | |
| TSD+SAFER-AAttack Type=l_infinity2026.06 | 78.62 | 64.82 | |
| TentAttack Type=l_infinity2026.06 | 78.31 | 29.91 | |
| PL+SAFER-AAttack Type=l_infinity2026.06 | 77.76 | 64.43 | |
| TSD+SAFERAttack Type=l_infinity2026.06 | 76 | 71.45 | |
| Tent+MedBNAttack Type=l_infinity2026.06 | 75.35 | 26.73 | |
| PL+SAFERAttack Type=l_infinity2026.06 | 74.73 | 70.61 | |
| TeSLAAttack Type=l_infinity2026.06 | 74.16 | 52.93 | |
| EATAAttack Type=l_infinity2026.06 | 73 | 28.54 | |
| PLAttack Type=l_infinity2026.06 | 72.91 | 28.34 | |
| ERMAttack Type=l_infinity2026.06 | 71.1 | 55.61 | |
| Robust ERMAttack Type=l_infinity2026.06 | 58.45 | 58.29 |