Pneumothorax detection on SIIM-ACR (test)
93.3AUC (A)Seg-ERM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Seg-ERMCategory=Upper Bounds, Extra Supervision=true2025.06 | 93.3 | 82 | |
| ViT-B RAD-DINOCategory=Self-Supervised Pre-training, Backbone Status=Fine-tuned (♠)2025.06 | 92.6 | 54.3 | |
| ResNet50 JTTCategory=De-biasing Baselines2025.06 | 92.6 | 55.9 | |
| PDiscoFormerCategory=Late Masking, K=82025.06 | 92.6 | 48.1 | |
| BBox-ERMCategory=Upper Bounds, Extra Supervision=true2025.06 | 92.4 | 72 | |
| iFAMCategory=Early Masking, K=82025.06 | 92.1 | 65.9 | |
| ResNet50 GEORGECategory=De-biasing Baselines2025.06 | 92 | 63.4 | |
| ResNet50Category=ERM2025.06 | 90.9 | 45.5 | |
| ViT-B RAD-DINOCategory=Self-Supervised Pre-training, Backbone Status=Frozen (❄)2025.06 | 90.6 | 40.6 |