Group-disease prediction on UK Biobank (test) benchmark leaderboard · SOTA2 Research

Group-disease prediction on UK Biobank (test)

0.694Infectious & Parasitic AUROCPan-FM

Evaluation Results

Method	Links
Pan-FM2026.05		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
DINOv22026.05		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-FM2026.05		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
DINOv22026.05		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-v32026.05		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
VICReg2026.05		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
VICReg2026.05		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-v32026.05		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
SimCLR2026.05		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
SimCLR2026.05		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
BYOL2026.05		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
BYOL2026.05		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