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Group-disease prediction on UK Biobank (test)

0.694Infectious & Parasitic AUROC

Pan-FM

Updated 23d ago

Evaluation Results

Method	Links
Pan-FM 2026.05		0.694	0.686	0.669	0.718	0.683	0.681	0.674	0.704	0.678	0.654	0.666	0.669	0.673	0.681	0.641
DINOv2 2026.05		0.672	0.646	0.656	0.71	0.68	0.665	0.661	0.702	0.673	0.642	0.63	0.667	0.653	0.666	0.632
Pan-FM 2026.05		0.668	0.671	0.666	0.713	0.69	0.678	0.672	0.693	0.667	0.635	0.671	0.659	0.659	0.672	0.638
DINOv2 2026.05		0.657	0.629	0.657	0.7	0.675	0.655	0.644	0.681	0.654	0.619	0.621	0.644	0.635	0.652	0.623
MoCo-v3 2026.05		0.648	0.634	0.672	0.708	0.665	0.668	0.632	0.699	0.657	0.632	0.63	0.661	0.647	0.658	0.625
VICReg 2026.05		0.645	0.625	0.635	0.68	0.649	0.645	0.605	0.68	0.644	0.611	0.622	0.64	0.644	0.64	0.612
VICReg 2026.05		0.642	0.629	0.636	0.694	0.644	0.654	0.622	0.691	0.652	0.617	0.621	0.644	0.642	0.645	0.618
Barlow T. 2026.05		0.637	0.625	0.646	0.692	0.665	0.647	0.603	0.686	0.654	0.624	0.622	0.643	0.648	0.646	0.615
MoCo-v3 2026.05		0.634	0.638	0.674	0.712	0.657	0.665	0.631	0.702	0.663	0.636	0.623	0.664	0.642	0.657	0.625
SimCLR 2026.05		0.629	0.629	0.66	0.703	0.657	0.664	0.653	0.688	0.649	0.633	0.623	0.65	0.637	0.652	0.619
SimCLR 2026.05		0.627	0.628	0.659	0.692	0.673	0.667	0.661	0.688	0.646	0.638	0.629	0.653	0.636	0.653	0.622
BYOL 2026.05		0.626	0.622	0.649	0.689	0.645	0.655	0.613	0.668	0.651	0.615	0.612	0.64	0.631	0.64	0.607
Barlow T. 2026.05		0.621	0.637	0.65	0.701	0.656	0.653	0.622	0.692	0.66	0.626	0.62	0.647	0.65	0.649	0.618
BYOL 2026.05		0.614	0.618	0.635	0.682	0.649	0.655	0.611	0.66	0.644	0.615	0.616	0.639	0.633	0.636	0.606