Image Classification on ImageNet-C (Gaussian, Motion, JPEG, Snow Breakdowns)
37.226Accuracy (IN-C Gaussian)HO-HE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HO-HEBackbone=ViT-B/162026.07 | 37.226 | 43.394 | 62.18 | 42.666 | |
| Random SamplingBackbone=ViT-B/162026.07 | 35.51 | 41.136 | 61.364 | 40.986 | |
| RealismBackbone=ViT-B/162026.07 | 35.48 | 41.2 | 61.31 | 40.88 | |
| CLIP-AlignBackbone=ViT-B/162026.07 | 35.086 | 38.16 | 58.296 | 38.08 | |
| SBSimBackbone=ViT-B/162026.07 | 33.258 | 39.736 | 61.158 | 39.952 | |
| OriginalBackbone=ViT-B/162026.07 | 18.434 | 30.774 | 47.668 | 29.476 |