Noisy Test-Time Adaptation on ImageNet V2
59.84Accuracy (iNaturalist, S)
DDE
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 59.84 | 99.52 | 74.74 | 56.64 | 97.51 | 71.66 | 55.41 | 94.77 | 69.93 | 56.72 | 87.52 | 68.83 | 57.15 | 94.83 | 71.29 | |
2026.06 | 56.32 | 97.06 | 71.28 | 54.78 | 86.64 | 67.12 | 57.28 | 80.61 | 66.97 | 55.81 | 79.24 | 65.49 | 56.05 | 85.89 | 67.72 | |
2026.06 | 55.22 | 98.02 | 70.64 | 54.33 | 86.09 | 66.62 | 53.84 | 70.5 | 61.05 | 54.18 | 75.53 | 63.1 | 54.39 | 82.53 | 65.35 | |
2026.06 | 53.01 | 99.45 | 69.16 | 53.6 | 90.48 | 67.32 | 55.53 | 77.8 | 63.42 | 53.57 | 79.52 | 64.02 | 53.43 | 86.81 | 65.98 | |
2026.06 | 52.36 | 99.43 | 66.27 | 50.73 | 95.53 | 66.27 | 51.21 | 88.88 | 64.98 | 50.75 | 86.7 | 64.02 | 51.26 | 92.64 | 65.97 | |
2026.06 | 48.01 | 85.72 | 61.55 | 47.37 | 83.23 | 60.38 | 46.81 | 77.54 | 58.38 | 47.39 | 79.41 | 59.36 | 47.39 | 81.47 | 59.92 | |
2026.06 | 47.94 | 76.98 | 59.08 | 48.28 | 80.5 | 60.36 | 47.56 | 74.47 | 58.05 | 48.34 | 77.37 | 59.5 | 48.03 | 77.33 | 59.25 | |
2026.06 | 46.63 | 88.37 | 61.05 | 46.12 | 85.58 | 59.94 | 45.21 | 79.14 | 57.55 | 46.02 | 81.95 | 58.94 | 46 | 83.76 | 59.37 |