Medical Finding Classification on MERLIN (test)
0.83AUROCDINOv3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DINOv3Protocol=Supervised, Aggregation=GAP, Backbone=DINOv32026.01 | 0.83 | 0.64 | 63 | 72 | |
| MedSigLipProtocol=Supervised, Aggregation=GAP, Backbone=MedSigLip2026.01 | 0.82 | 0.61 | 59 | 70 | |
| ResNet-121Protocol=Supervised, Aggregation=GAP, Backbone=ResNet-1212026.01 | 0.81 | 0.59 | 59 | 69 | |
| MedNeXtProtocol=Supervised, Aggregation=GAP, Backbone=MedNeXt2026.01 | 0.78 | 0.54 | 55 | 66 | |
| CT-NetProtocol=Supervised, Aggregation=GAP, Backbone=CT-Net2026.01 | 0.75 | 0.51 | 54 | 66 | |
| MerlinProtocol=Zero-shot2026.01 | 0.72 | 0.5 | 47 | 64 |