Active Modality Acquisition on Symile benchmark leaderboard · SOTA2 Research

Active Modality Acquisition on Symile

2.787AUROC (Cardiomegaly)Oracle

Evaluation Results

Method	Links
Oracle2025.05		2.787	9.461	4.58	2.52	10.623	4.231
True KL-Div.2025.05		0.885	0.91	0.883	0.828	0.827	0.871
True Rank2025.05		0.878	0.605	0.811	0.676	0.483	0.776
KL-Divergence2025.05		0.747	0.773	0.833	0.896	0.581	0.777
True Uncert.2025.05		0.524	-0.136	0.481	0.181	0.293	0.45
Uncertainty2025.05		0.48	0.536	0.48	0.215	0.811	0.443
Uncertainty2025.05		0.45	0.055	0.44	0.13	0.513	0.444
Probability2025.05		0.431	0.536	0.458	0.756	0.811	0.55
Random2025.05		0.385	0.327	0.376	0.503	0.527	0.388
Rank2025.05		0.378	0.115	0.378	0.564	0.396	0.407
Probability2025.05		0.35	0.898	0.426	0.32	0.965	0.449