Image Classification on OfficeHome RealWorld
73.77AccuracyERM
Evaluation Results
| Method | Links | |
|---|---|---|
| ERMAttack Rate=0%2026.06 | 73.77 | |
| TentAttack Rate=0%2026.06 | 73.36 | |
| EATAAttack Rate=0%2026.06 | 72.91 | |
| TeSLAAttack Rate=0%2026.06 | 72.61 | |
| Tent+MedBNAttack Rate=0%2026.06 | 72.1 | |
| Tent+SAFER-AAttack Rate=0%2026.06 | 71.13 | |
| TSDAttack Rate=0%2026.06 | 69.42 | |
| Tent+SAFERAttack Rate=0%2026.06 | 68.63 | |
| TSD+SAFER-AAttack Rate=0%2026.06 | 65.71 | |
| PLAttack Rate=0%2026.06 | 65.7 | |
| TSD+SAFERAttack Rate=0%2026.06 | 63.06 | |
| Tent+SAFERAttack Rate=100%2026.06 | 60.55 | |
| PL+SAFER-AAttack Rate=0%2026.06 | 59.54 | |
| PL+SAFERAttack Rate=0%2026.06 | 55.95 | |
| TSD+SAFERAttack Rate=100%2026.06 | 48.98 | |
| Robust ERMAttack Rate=0%2026.06 | 44.43 | |
| PL+SAFERAttack Rate=100%2026.06 | 44.42 | |
| Robust ERMAttack Rate=100%2026.06 | 44.28 | |
| TeSLAAttack Rate=100%2026.06 | 41.06 | |
| Tent+SAFER-AAttack Rate=100%2026.06 | 38.1 | |
| TSD+SAFER-AAttack Rate=100%2026.06 | 32.64 | |
| PL+SAFER-AAttack Rate=100%2026.06 | 20.67 | |
| EATAAttack Rate=100%2026.06 | 7.73 | |
| Tent+MedBNAttack Rate=100%2026.06 | 5.35 | |
| ERMAttack Rate=100%2026.06 | 4.32 | |
| TentAttack Rate=100%2026.06 | 4.04 | |
| PLAttack Rate=100%2026.06 | 3.37 | |
| TSDAttack Rate=100%2026.06 | 3.03 |