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Uncertainty Estimation on MMLU AutoGen (test)

0.7315AUROC

MATU

Updated 6d ago

Evaluation Results

Method	Links
MATU 2026.04		0.7315	0.8833
SAUP-Multiple 2026.04		0.7193	0.8589
Eigv(Agre)-final 2026.04		0.7105	0.8617
Eigv(Agre)-Whole 2026.04		0.6867	0.8516
P(true) 2026.04		0.6556	0.8363
SAUP-Single 2026.04		0.6484	0.8552
MATU 2026.04		0.6277	0.5841
Eigv(Agre)-final 2026.04		0.5981	0.5649
MATU 2026.04		0.5954	0.4745
P(true) 2026.04		0.5802	0.5528
P(true) 2026.04		0.5775	0.4368
Eigv(Agre)-Whole 2026.04		0.5759	0.5438
Eigv(Agre)-final 2026.04		0.5521	0.4288
Eigv(Agre)-Whole 2026.04		0.5316	0.3762
SAUP-Single 2026.04		0.5138	0.3031
SAUP-Multiple 2026.04		0.5018	0.2973