Uncertainty Estimation on SQW (SearchQA) benchmark leaderboard · SOTA2 Research

Uncertainty Estimation on SQW (SearchQA)

0.83AUROCProposed

Evaluation Results

Method
Proposed2026.04	0.83	0.91
Geometry-Calibrated Conformal Abstention2026.04	0.81	0.86
SAR2026.04	0.77	0.81
Semantic2026.04	0.77	0.82
Perplexity2026.04	0.76	0.81
Eigen2026.04	0.76	0.8
SAR2026.04	0.74	0.82
Semantic2026.04	0.74	0.83
ATRMD2026.04	0.71	0.83
Perplexity2026.04	0.7	0.8
Eigen2026.04	0.7	0.8
Focus2026.04	0.55	0.67
ATRMD2026.04	0.53	0.59
P(True)2026.04	0.49	0.55
Focus2026.04	0.49	0.69
Attention2026.04	0.47	0.63
P(True)2026.04	0.47	0.64
Attention2026.04	0.45	0.54