Image Classification on ImageNet-A (cACC/K Evaluation)
94cACCCertified circuit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Certified circuitParadigm=Certified circuit, Scoring Top-K=Relevance, Backbone=ResNet-1012026.02 | 94 | 0.34 | |
| Baseline circuitParadigm=Baseline circuit, Scoring Top-K=Relevance, Backbone=ResNet-1012026.02 | 62 | 0.4 | |
| Certified circuitParadigm=Certified circuit, Scoring Top-K=Activation, Backbone=ResNet-1012026.02 | 37 | 0.33 | |
| Certified circuitParadigm=Certified circuit, Scoring Top-K=Rank, Backbone=ResNet-1012026.02 | 28 | 0.58 | |
| Baseline circuitParadigm=Baseline circuit, Scoring Top-K=Activation, Backbone=ResNet-1012026.02 | 19 | 0.6 | |
| Baseline circuitParadigm=Baseline circuit, Scoring Top-K=Rank, Backbone=ResNet-1012026.02 | 16 | 0.6 | |
| ModelParadigm=Unmodified, Scoring Top-K=–, Backbone=ResNet-1012026.02 | 9 | 1 |