Robustness under Covariate Shift on CIFAR-10-C
84.9AccuracyDE
Evaluation Results
| Method | Links | |
|---|---|---|
| DECorruption intensity=12024.08 | 84.9 | |
| L2ECorruption intensity=12024.08 | 84.6 | |
| CSGMCMCCorruption intensity=12024.08 | 83.5 | |
| DECorruption intensity=22024.08 | 82.4 | |
| HMCCorruption intensity=12024.08 | 82.1 | |
| CSGMCMCCorruption intensity=22024.08 | 80.7 | |
| L2ECorruption intensity=22024.08 | 80.6 | |
| DECorruption intensity=32024.08 | 80.3 | |
| DECorruption intensity=Average2024.08 | 79.1 | |
| CSGMCMCCorruption intensity=32024.08 | 78.4 | |
| CSGMCMCCorruption intensity=Average2024.08 | 77.3 | |
| L2ECorruption intensity=32024.08 | 76.9 | |
| DECorruption intensity=42024.08 | 76.5 | |
| HMCCorruption intensity=22024.08 | 76.4 | |
| L2ECorruption intensity=Average2024.08 | 75.5 | |
| CSGMCMCCorruption intensity=42024.08 | 74.4 | |
| HMCCorruption intensity=32024.08 | 72.3 | |
| DECorruption intensity=52024.08 | 71.4 | |
| L2ECorruption intensity=42024.08 | 71.4 | |
| HMCCorruption intensity=Average2024.08 | 70.8 | |
| CSGMCMCCorruption intensity=52024.08 | 69.4 | |
| HMCCorruption intensity=42024.08 | 65.7 | |
| L2ECorruption intensity=52024.08 | 63.9 | |
| HMCCorruption intensity=52024.08 | 57.3 |