Multi-label Medical Image Classification on CheXpert (Clean & PGD AUC)
88.3AUC (Clean)AoS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AoSEvaluation Protocol=Zero-shot, Adversarial Attack=PGD-202026.04 | 88.3 | 71.9 | |
| HITA (2 trees)Evaluation Protocol=Zero-shot, Adversarial Attack=PGD-202026.04 | 87.6 | 72.4 | |
| HITAEvaluation Protocol=Zero-shot, Adversarial Attack=PGD-202026.04 | 87.4 | 71.6 | |
| TeCoAEvaluation Protocol=Zero-shot, Adversarial Attack=PGD-202026.04 | 85.7 | 68.5 | |
| PMG-FTEvaluation Protocol=Zero-shot, Adversarial Attack=PGD-202026.04 | 85 | 68.8 | |
| FAREEvaluation Protocol=Zero-shot, Adversarial Attack=PGD-202026.04 | 84.5 | 67.9 |