Image Classification on CIFAR20 Average D0-D3
96.5AccuracyTbest
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TbestScenario=Internal Data Only, External Data Source=None2026.04 | 96.5 | 0 | |
| TbestScenario=Related External Data, External Data Source=D42026.04 | 96.5 | 0 | |
| TbestScenario=CUB as External Data, External Data Source=CUB2026.04 | 96.5 | 0 | |
| TbestScenario=MNIST as External Data, External Data Source=MNIST2026.04 | 96.5 | 0 | |
| SE2DScenario=Related External Data, External Data Source=D42026.04 | 76.17 | — | |
| Self-DistillationScenario=Related External Data, External Data Source=D42026.04 | 74.93 | 17.11 | |
| KL-divergenceScenario=Related External Data, External Data Source=D42026.04 | 71.36 | 9.42 | |
| LSScenario=Related External Data, External Data Source=D42026.04 | 70.39 | 11.64 | |
| SE2DScenario=CUB as External Data, External Data Source=CUB2026.04 | 68.56 | — | |
| MDSScenario=Related External Data, External Data Source=D42026.04 | 67.56 | 14.01 | |
| KL-divergenceScenario=CUB as External Data, External Data Source=CUB2026.04 | 67.02 | 5.08 | |
| Self-DistillationScenario=CUB as External Data, External Data Source=CUB2026.04 | 66.45 | 8.63 | |
| DKDScenario=Related External Data, External Data Source=D42026.04 | 65.1 | 10.68 | |
| MDSScenario=CUB as External Data, External Data Source=CUB2026.04 | 62.76 | 9.21 | |
| KL-divergenceScenario=Internal Data Only, External Data Source=None2026.04 | 61.94 | 0 | |
| LSScenario=CUB as External Data, External Data Source=CUB2026.04 | 60.71 | 1.96 | |
| KL-divergenceScenario=MNIST as External Data, External Data Source=MNIST2026.04 | 59.78 | -2.16 | |
| LSScenario=Internal Data Only, External Data Source=None2026.04 | 58.75 | 0 | |
| Self-DistillationScenario=Internal Data Only, External Data Source=None2026.04 | 57.82 | 0 | |
| SE2DScenario=MNIST as External Data, External Data Source=MNIST2026.04 | 57.25 | — | |
| LSScenario=MNIST as External Data, External Data Source=MNIST2026.04 | 56.54 | -2.21 | |
| DKDScenario=Internal Data Only, External Data Source=None2026.04 | 54.42 | 0 | |
| Self-DistillationScenario=MNIST as External Data, External Data Source=MNIST2026.04 | 54.26 | -3.56 | |
| MDSScenario=Internal Data Only, External Data Source=None2026.04 | 53.55 | 0 | |
| DKDScenario=CUB as External Data, External Data Source=CUB2026.04 | 52.66 | -1.76 | |
| DKDScenario=MNIST as External Data, External Data Source=MNIST2026.04 | 50.26 | -4.16 | |
| MDSScenario=MNIST as External Data, External Data Source=MNIST2026.04 | 47.17 | -6.38 |