Image Classification on CIFAR-10 (Accuracy, Binarity score, Concept accuracy)
96.1AccuracyHTAF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HTAFBackbone=WideResNet2026.05 | 96.1 | 98.4 | 96.1 | |
| SSbeta_0=50, Backbone=WideResNet2026.05 | 95.7 | 40.4 | 91.6 | |
| SSbeta_0=10^1, Backbone=WideResNet2026.05 | 95.5 | 3.9 | 91.2 | |
| SSbeta_0=10^2, Backbone=WideResNet2026.05 | 95.3 | 73.3 | 91.5 | |
| STEBackbone=WideResNet2026.05 | 94.3 | 100 | 89.7 | |
| BMBackbone=WideResNet2026.05 | 90 | — | 88.4 | |
| SSbeta_0=10^3, Backbone=WideResNet2026.05 | 79.3 | 99.7 | 73.8 |