Continual Test-Time Adaptation on CIFAR-100-C (Severity 5, test)
66.1Accuracy (Gaussian Corruption)
Source
Updated 2mo ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 66.1 | 63.8 | 72.7 | 35.4 | 64.1 | 36.2 | 31 | 27.2 | 32 | 35.9 | 17.6 | 47.7 | 38.5 | 49 | 42.2 | 44 | |
2026.05 | 65.9 | 62.9 | 71.2 | 35 | 64.3 | 35.6 | 30.2 | 27.7 | 32.3 | 34.9 | 17.5 | 44.8 | 38 | 50.1 | 41.9 | 43.5 | |
2026.05 | 65.3 | 61.9 | 80.3 | 34.8 | 62.8 | 34.1 | 29.1 | 26.4 | 29.4 | 34.6 | 17.1 | 45.7 | 35.5 | 45 | 38.6 | 42.7 | |
2026.05 | 61.2 | 54.7 | 58.1 | 31.1 | 53.4 | 28.2 | 24.3 | 23.6 | 24.5 | 26.5 | 17.2 | 23.9 | 24.9 | 25.8 | 28.5 | 33.7 | |
2026.05 | 59.4 | 48.7 | 50.3 | 34 | 55.7 | 32 | 26.4 | 28.4 | 28.4 | 31.4 | 17.7 | 35.6 | 36.5 | 45.3 | 39.7 | 38 | |
2026.05 | 56.3 | 50.8 | 57.6 | 31.2 | 54.3 | 29.2 | 24.2 | 23.5 | 24 | 27.2 | 17.5 | 26.3 | 26.9 | 29.1 | 30.5 | 33.9 | |
2026.05 | 54.3 | 47.3 | 61.2 | 34 | 75.5 | 31.6 | 32 | 25.2 | 28.1 | 27.8 | 16.3 | 25.6 | 36.5 | 37 | 39.6 | 38.2 | |
2026.05 | 53.1 | 51 | 70.3 | 38.2 | 66.6 | 38.8 | 32.8 | 28.3 | 32.6 | 38.8 | 19.1 | 40.2 | 41.2 | 48.1 | 44.9 | 42.9 | |
2026.05 | 47.1 | 39 | 38.6 | 30.7 | 53.5 | 31.3 | 28.3 | 31.9 | 29.3 | 32.6 | 24.5 | 28.4 | 44.9 | 35.1 | 50.4 | 36.4 | |
| 43.8 | 35.7 | 35.6 | 27.2 | 50 | 25 | 22.8 | 24.1 | 23.7 | 23.8 | 17.9 | 20.1 | 31.6 | 28.1 | 37.8 | 29.8 |