Image Classification on ImageNet30 Snow Corruption (Severity 0-5)
88.2Accuracy (Severity 0)SharpDRO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SharpDROrho=0.052025.12 | 88.2 | 88.2 | 85.4 | 81.9 | 79.8 | 79.5 | |
| EIILType=Snow2025.12 | 87.5 | 85.4 | 83.5 | 81.6 | 76.3 | 75.8 | |
| SharpDROType=Snow2025.12 | 87.5 | 86.7 | 85.4 | 81.5 | 78.9 | 78.5 | |
| ERM2025.12 | 86.7 | 85.2 | 83.4 | 81.1 | 75.3 | 75.6 | |
| GroupDRO2025.12 | 86.7 | 85.5 | 83.4 | 81.2 | 76.3 | 76.6 | |
| JTTType=Snow2025.12 | 86 | 85.8 | 82.3 | 80.4 | 74.6 | 73.5 | |
| IRM2025.12 | 85.6 | 84 | 82.1 | 79.7 | 75 | 75.6 | |
| REx2025.12 | 85.4 | 84.6 | 82.7 | 80.5 | 75.7 | 75.9 |