Image Classification on ImageNet OOD Variants V2, Sketch, A, R (test val)
69.92ImageNet AccuracySCAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SCANShots=162025.05 | 69.92 | 60.57 | 39.58 | 28.53 | 64.22 | 48.23 | |
| SimNLShots=162025.05 | 66.52 | 57.87 | 36.38 | 25.73 | 61.12 | 45.28 | |
| GraphAdapterShots=162025.05 | 64.94 | 56.58 | 35.89 | 23.07 | 60.86 | 44.1 | |
| TaskResShots=162025.05 | 64.75 | 56.47 | 35.83 | 22.8 | 60.7 | 43.95 | |
| CoOpShots=162025.05 | 62.95 | 55.4 | 34.67 | 23.06 | 56.6 | 42.43 | |
| CoCoOpShots=162025.05 | 62.71 | 55.72 | 34.48 | 23.32 | 57.74 | 42.82 | |
| ProGradShots=162025.05 | 62.17 | 54.7 | 34.4 | 23.05 | 56.77 | 42.23 | |
| TPTShots=162025.05 | 60.74 | 54.7 | 35.09 | 26.67 | 59.11 | 43.89 | |
| Zero-Shot CLIPSetting=Zero-shot2025.05 | 60.33 | 53.27 | 35.44 | 21.65 | 56 | 41.59 | |
| LP CLIPSetting=Linear Probing2025.05 | 56.13 | 45.61 | 19.13 | 12.74 | 34.86 | 28.09 |