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Benchmarks
Diagnostic Classification on SIIM-ACR Pneumothorax
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87.85
AUROC (1% labels)
GazeWorld
61.2884
68.1842
75.08
81.9758
May 17, 2026
AUROC (1% labels)
AUROC (10% labels)
AUROC (100% labels)
Updated 8d ago
Evaluation Results
Method
Method
Links
AUROC (1% labels)
AUROC (10% labels)
AUROC (100% labels)
GazeWorld
Evaluation Protocol=Su...
2026.05
87.85
90.48
94.27
EGMA
Evaluation Protocol=Su...
2026.05
87.17
87.91
88.98
MGCA
Evaluation Protocol=Su...
2026.05
86.14
88.13
91.84
MedCLIP
Evaluation Protocol=Su...
2026.05
86.09
87.41
91.46
PRIOR
Evaluation Protocol=Su...
2026.05
81.96
82.76
85.33
MedKLIP
Evaluation Protocol=Su...
2026.05
74.5
78.27
84.67
BioViL
Evaluation Protocol=Su...
2026.05
62.98
68.39
78.2
CheXWorld
Evaluation Protocol=Su...
2026.05
62.31
81.54
91.34
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