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Benchmarks
Diagnostic Classification on RSNA Pneumonia
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83.27
AUROC (1% Labels)
GazeWorld
70.2388
73.6219
77.005
80.3881
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
83.27
85.75
90.15
EGMA
Evaluation Protocol=Su...
2026.05
82.49
84.73
88.09
MedCLIP
Evaluation Protocol=Su...
2026.05
82.31
84.16
87.86
GLoRIA
Evaluation Protocol=Su...
2026.05
81.9
81.24
88.57
MGCA
Evaluation Protocol=Su...
2026.05
80.41
85.67
88.24
PRIOR
Evaluation Protocol=Su...
2026.05
79.74
79.72
83.95
MedKLIP
Evaluation Protocol=Su...
2026.05
79.43
78.62
82.76
CheXWorld
Evaluation Protocol=Su...
2026.05
78.3
84.12
88.66
BioViL
Evaluation Protocol=Su...
2026.05
70.74
72.84
78.48
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