Image Classification on CIFAR100 (test) (Acc, aAcc, cAcc, iErr)
91.03Accuracy (Acc)Tunable Soft Equivariance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Tunable Soft EquivarianceArch=DINOv22026.03 | 91.03 | 86.81 | 88.9 | 35.17 | |
| BaseArch=DINOv22026.03 | 91.01 | 85.52 | 88.22 | 43.02 | |
| Tunable Soft EquivarianceArch=ViT2026.03 | 86.6 | 84.13 | 85.36 | 23.8 | |
| BaseArch=ViT2026.03 | 86.36 | 84.09 | 85.22 | 23.81 | |
| Canon.Arch=DINOv22026.03 | 84.39 | 83.66 | 84.02 | 20.86 | |
| Tunable Soft EquivarianceArch=ResNet-502026.03 | 83.3 | 74.27 | 78.66 | 58.5 | |
| BaseArch=ResNet-502026.03 | 83.1 | 73.73 | 78.28 | 59.36 | |
| Canon.Arch=ViT2026.03 | 78.42 | 76.83 | 77.62 | 24.55 | |
| Canon.Arch=ResNet-502026.03 | 72.9 | 72.11 | 72.5 | 19.07 |