Noisy Test-Time Adaptation on ImageNet-A
48.85iNaturalist Accuracy (S)
DDE
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 48.85 | 99.2 | 65.46 | 47.37 | 94.38 | 63.08 | 51.14 | 90.21 | 65.28 | 46.7 | 76.83 | 58.09 | 48.51 | 90.16 | 62.98 | |
2026.06 | 43.59 | 91.19 | 58.98 | 41.96 | 80.93 | 55.27 | 45.04 | 79.97 | 57.62 | 42.85 | 72.13 | 53.76 | 43.36 | 81.06 | 56.41 | |
2026.06 | 42.59 | 97.17 | 59.22 | 41.9 | 84.57 | 56.04 | 40.62 | 58.74 | 48.03 | 40.95 | 74.45 | 52.84 | 41.52 | 78.73 | 54.03 | |
2026.06 | 42.55 | 98.58 | 59.45 | 42.11 | 86.94 | 56.74 | 42.15 | 92.3 | 57.88 | 41.46 | 75.23 | 53.46 | 42.07 | 88.26 | 56.88 | |
2026.06 | 41.5 | 99.22 | 58.52 | 36.23 | 92.73 | 52.1 | 36.94 | 91.22 | 52.58 | 36.18 | 72.01 | 48.16 | 37.71 | 88.8 | 52.84 | |
2026.06 | 34.99 | 77.19 | 48.15 | 34.83 | 77.05 | 47.97 | 34.36 | 75.19 | 47.17 | 34.6 | 73.83 | 47.12 | 34.7 | 75.81 | 47.6 | |
2026.06 | 34.73 | 80.69 | 48.56 | 34.2 | 78.83 | 47.7 | 33.97 | 76.6 | 47.07 | 33.96 | 75.11 | 46.77 | 34.22 | 77.81 | 47.53 | |
2026.06 | 34.12 | 81.17 | 48.04 | 33.2 | 80.23 | 46.97 | 33.12 | 79.92 | 46.83 | 33.05 | 77 | 46.25 | 33.37 | 79.58 | 47.02 |