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Uncertainty Estimation on SQW (SearchQA)

0.83AUROC

Proposed

Updated 1mo ago

Evaluation Results

Method	Links
Proposed 2026.04		0.83	0.91
Geometry-Calibrated Conformal Abstention 2026.04		0.81	0.86
SAR 2026.04		0.77	0.81
Semantic 2026.04		0.77	0.82
Perplexity 2026.04		0.76	0.81
Eigen 2026.04		0.76	0.8
SAR 2026.04		0.74	0.82
Semantic 2026.04		0.74	0.83
ATRMD 2026.04		0.71	0.83
Perplexity 2026.04		0.7	0.8
Eigen 2026.04		0.7	0.8
Focus 2026.04		0.55	0.67
ATRMD 2026.04		0.53	0.59
P(True) 2026.04		0.49	0.55
Focus 2026.04		0.49	0.69
Attention 2026.04		0.47	0.63
P(True) 2026.04		0.47	0.64
Attention 2026.04		0.45	0.54