Image Classification on CIFAR10-S
82.87EODVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaDistillation Method=DM, IPC=1002026.04 | 82.87 | 45.4 | |
| VanillaDistillation Method=CAFE, IPC=1002026.04 | 73.33 | 43.2 | |
| VanillaDistillation Method=DM, IPC=502026.04 | 73.22 | 45.3 | |
| VanillaDistillation Method=DC, IPC=502026.04 | 71.85 | 39.5 | |
| VanillaDistillation Method=DC, IPC=1002026.04 | 69.37 | 41.8 | |
| VanillaDistillation Method=IDC, IPC=502026.04 | 63.54 | 39.4 | |
| VanillaDistillation Method=CAFE, IPC=102026.04 | 62.27 | 35.8 | |
| VanillaDistillation Method=CAFE, IPC=502026.04 | 61.93 | 43.5 | |
| VanillaDistillation Method=IDC, IPC=1002026.04 | 60.64 | 40.1 | |
| VanillaDistillation Method=DM, IPC=102026.04 | 56.25 | 37.2 | |
| VanillaDistillation Method=IDC, IPC=102026.04 | 54.6 | 34.6 | |
| FULLIPC=502026.04 | 48.96 | 69.71 | |
| VanillaDistillation Method=DC, IPC=102026.04 | 47.12 | 36.7 | |
| FairDDDistillation Method=DC, IPC=1002026.04 | 41.43 | 49.2 | |
| FairDDDistillation Method=CAFE, IPC=102026.04 | 39.97 | 36 | |
| FairDDDistillation Method=IDC, IPC=502026.04 | 37.68 | 51.2 | |
| FairDDDistillation Method=CAFE, IPC=502026.04 | 36.1 | 44.5 | |
| FairDDDistillation Method=DC, IPC=502026.04 | 35.65 | 46.2 | |
| FairDDDistillation Method=IDC, IPC=1002026.04 | 30.8 | 51.1 | |
| COBRADistillation Method=CAFE, IPC=102026.04 | 30.48 | 39.5 | |
| COBRADistillation Method=CAFE, IPC=502026.04 | 30.28 | 54.1 | |
| FairDDDistillation Method=IDC, IPC=102026.04 | 28.14 | 40.1 | |
| FairDDDistillation Method=CAFE, IPC=1002026.04 | 27.73 | 44.1 | |
| FairDDDistillation Method=DC, IPC=102026.04 | 26.3 | 40.7 | |
| COBRADistillation Method=DC, IPC=502026.04 | 26.18 | 46.6 | |
| FairDDDistillation Method=DM, IPC=102026.04 | 25.58 | 43.9 | |
| FairDDDistillation Method=DM, IPC=502026.04 | 25.4 | 57.7 | |
| FairDDDistillation Method=DM, IPC=1002026.04 | 25.17 | 61.2 | |
| COBRADistillation Method=IDC, IPC=502026.04 | 25.12 | 50.1 | |
| COBRADistillation Method=IDC, IPC=1002026.04 | 22.44 | 50.8 | |
| COBRADistillation Method=IDC, IPC=102026.04 | 22.42 | 40.8 | |
| COBRADistillation Method=DC, IPC=1002026.04 | 21.15 | 50.5 | |
| COBRADistillation Method=DM, IPC=102026.04 | 20.18 | 44.5 | |
| COBRADistillation Method=CAFE, IPC=1002026.04 | 18.7 | 58 | |
| COBRADistillation Method=DC, IPC=102026.04 | 17.83 | 40.9 | |
| COBRADistillation Method=DM, IPC=502026.04 | 16.7 | 57.9 | |
| COBRADistillation Method=DM, IPC=1002026.04 | 9.37 | 62.4 |