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Benchmarks
Multi-disease diagnosis on MianYang external n = 500 (val)
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76.9
AUROC
EXACT
59.532
64.041
68.55
73.059
Apr 27, 2026
AUROC
F1 Score
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
F1 Score
Accuracy
EXACT
Protocol=Fine-tuning
2026.04
76.9
80.5
76.1
EXACT
Protocol=Zero-shot
2026.04
75.8
77.3
73.4
fVLM
Protocol=Zero-shot
2026.04
71.6
74.8
69.9
CT-CLIP
Protocol=VocabFine
2026.04
71.2
76.6
69.5
CT-CLIP
Protocol=ClassFine
2026.04
70.4
75.7
69.4
CT-CLIP
Protocol=Zero-shot
2026.04
68.9
74.6
67.9
CT-Net
Protocol=Fine-tuning
2026.04
61.2
61.8
60.3
Merlin
Protocol=Zero-shot
2026.04
60.2
69.5
61
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