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Benchmarks
Medical Finding Classification on MERLIN (test)
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0.83
AUROC
DINOv3
0.7156
0.7453
0.775
0.8047
Jan 19, 2026
AUROC
AUPRC
F1
BA
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
F1
BA
DINOv3
Protocol=Supervised, A...
2026.01
0.83
0.64
63
72
MedSigLip
Protocol=Supervised, A...
2026.01
0.82
0.61
59
70
ResNet-121
Protocol=Supervised, A...
2026.01
0.81
0.59
59
69
MedNeXt
Protocol=Supervised, A...
2026.01
0.78
0.54
55
66
CT-Net
Protocol=Supervised, A...
2026.01
0.75
0.51
54
66
Merlin
Protocol=Zero-shot
2026.01
0.72
0.5
47
64
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