Image Classification on Digits (MNIST, SVHN, MNIST-M, USPS, KMNIST) (test)
99.38Accuracy (MNIST)Self-Distillation
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Self-DistillationExternal Data=KMNIST2026.04 | 99.38 | 55.86 | 90.76 | 96.33 | — | 85.58 | 11.71 | |
| SE2DExternal Data=KMNIST2026.04 | 99.33 | 61.84 | 90.44 | 96.33 | — | 87 | — | |
| KL-divergenceExternal Data=KMNIST2026.04 | 99.13 | 31.53 | 59.84 | 96.51 | — | 71.75 | -1.65 | |
| LSExternal Data=KMNIST2026.04 | 99.13 | 32.28 | 61.47 | 96.33 | — | 72.3 | -1.91 | |
| MDSExternal Data=KMNIST2026.04 | 99.12 | 33.03 | 60.74 | 96.13 | — | 62.5 | -7.71 | |
| DKDExternal Data=KMNIST2026.04 | 98.35 | 25.21 | 33.84 | 92.87 | — | 62.57 | -7.83 |