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Pneumothorax detection on SIIM-ACR (test)
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93.3
AUC (A)
Seg-ERM
90.492
91.221
91.95
92.679
Jun 10, 2025
AUC (A)
Weighted Group AUC
Updated 17d ago
Evaluation Results
Method
Method
Links
AUC (A)
Weighted Group AUC
Seg-ERM
Category=Upper Bounds,...
2025.06
93.3
82
ViT-B RAD-DINO
Category=Self-Supervis...
2025.06
92.6
54.3
ResNet50 JTT
Category=De-biasing Ba...
2025.06
92.6
55.9
PDiscoFormer
Category=Late Masking,...
2025.06
92.6
48.1
BBox-ERM
Category=Upper Bounds,...
2025.06
92.4
72
iFAM
Category=Early Masking...
2025.06
92.1
65.9
ResNet50 GEORGE
Category=De-biasing Ba...
2025.06
92
63.4
ResNet50
Category=ERM
2025.06
90.9
45.5
ViT-B RAD-DINO
Category=Self-Supervis...
2025.06
90.6
40.6
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