Image Classification on CIFAR10 (test) (Acc, aAcc, cAcc, iErr)
98.82Accuracy (Acc)Tunable Soft Equivariance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Tunable Soft EquivarianceArch=DINOv22026.03 | 98.82 | 97.43 | 98.12 | 7.03 | |
| BaseArch=DINOv22026.03 | 98.81 | 97.27 | 98.04 | 8.16 | |
| BaseArch=ViT2026.03 | 97.79 | 96.62 | 97.2 | 7.21 | |
| Tunable Soft EquivarianceArch=ViT2026.03 | 97.79 | 96.69 | 97.24 | 7.02 | |
| Canon.Arch=DINOv22026.03 | 97.16 | 96.88 | 97.02 | 5.58 | |
| Tunable Soft EquivarianceArch=ResNet-502026.03 | 96.61 | 91.28 | 93.91 | 24.2 | |
| BaseArch=ResNet-502026.03 | 96.32 | 91.15 | 93.7 | 27.29 | |
| Canon.Arch=ViT2026.03 | 93.23 | 92.62 | 92.92 | 10.97 | |
| Canon.Arch=ResNet-502026.03 | 91.11 | 90.66 | 90.89 | 10.32 |