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Medical Question Answering on CV-MedExQA (test)

0.9987AUROC

AU-probe

Updated 3d ago

Evaluation Results

Method	Links
AU-probe 2026.01		0.9987	0.2488	0.1277
AU-probe 2026.01		0.978	0.2282	0.1551
AU-probe 2026.01		0.9553	0.2516	0.1847
AU-probe 2026.01		0.8867	0.1839	0.1793
ASK4CONF 2026.01		0.7056	0.2184	0.2693
ASK4CONF 2026.01		0.6497	0.3886	0.3872
MSP 2026.01		0.641	0.4644	0.4661
SAR 2026.01		0.6349	0.0741	0.2434
RAUQ 2026.01		0.6274	0.1951	0.2778
Semantic Entropy 2026.01		0.6188	0.2168	0.2907
Mean Token Entropy 2026.01		0.5981	0.2925	0.3301
MSP 2026.01		0.5905	0.4268	0.4287
Mean Token Entropy 2026.01		0.5812	0.1619	0.2752
Semantic Entropy 2026.01		0.5768	0.4369	0.4359
Semantic Entropy 2026.01		0.5611	0.2657	0.3206
RAUQ 2026.01		0.56	0.2246	0.3014
SAR 2026.01		0.5572	0.0949	0.2613
ASK4CONF 2026.01		0.5546	0.3905	0.4
MSP 2026.01		0.5514	0.4752	0.4737
Mean Token Entropy 2026.01		0.5401	0.3317	0.3612
SAR 2026.01		0.5376	0.3422	0.3819
RAUQ 2026.01		0.5371	0.1385	0.2763
SAR 2026.01		0.5364	0.215	0.311
Semantic Entropy 2026.01		0.5305	0.4395	0.4452
MSP 2026.01		0.5299	0.4276	0.4359
Mean Token Entropy 2026.01		0.5215	0.2902	0.3542
RAUQ 2026.01		0.5111	0.2455	0.3147
ASK4CONF 2026.01		0.5051	0.3365	0.3712