Classification on CIFAR-10-C (test) (Corruption Profile)
63.1Gaussian NoiseTRUST
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TRUST2025.09 | 63.1 | 67.8 | 70.3 | 81 | 64.5 | 81.4 | 85 | 83.2 | 85.4 | 85.8 | 90.1 | 85.7 | 72.1 | 79.1 | 68.6 | 77.5 | |
| TRUST naive2025.09 | 58.9 | 61.8 | 62 | 79.8 | 60.9 | 79.1 | 82.6 | 80.5 | 81.8 | 83.6 | 88.8 | 81.8 | 70.3 | 75.1 | 66 | 74.2 | |
| SHOT2025.09 | 47.8 | 49.7 | 46.3 | 74.3 | 53.7 | 74 | 79.3 | 72.6 | 76.6 | 78.1 | 86.3 | 70.7 | 64.5 | 68.9 | 59.9 | 66.8 | |
| SAR2025.09 | 47.7 | 49.5 | 46.2 | 74.3 | 53.4 | 73.8 | 79.1 | 72.5 | 76.5 | 78 | 86.1 | 70.8 | 64.5 | 68.9 | 60 | 66.8 | |
| Tent2025.09 | 47.3 | 49.2 | 45.8 | 74.2 | 53.1 | 73.7 | 79.1 | 72.2 | 76.3 | 77.9 | 86.1 | 70.4 | 64.3 | 68.7 | 59.6 | 66.5 | |
| Source only2025.09 | 46.8 | 48.4 | 45 | 73.5 | 52.6 | 73 | 78.7 | 71.8 | 75.8 | 77.3 | 85.7 | 69.6 | 63.7 | 67.9 | 59 | 65.9 | |
| ETA2025.09 | 46.7 | 48.3 | 44.8 | 73.5 | 52.6 | 73 | 78.6 | 75.7 | 71.4 | 77.2 | 85.7 | 69.6 | 63.7 | 67.9 | 59 | 65.8 | |
| LAME2025.09 | 46.7 | 48.3 | 44.8 | 73.5 | 52.6 | 73 | 78.6 | 71.8 | 75.8 | 77.2 | 85.7 | 69.6 | 63.7 | 67.9 | 59 | 65.9 |