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Uncertainty Estimation on Natural Questions (NQ)
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0.77
AUROC
Proposed
0.4788
0.5544
0.63
0.7056
Apr 30, 2026
AUROC
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
Proposed
Backbone Model=LLaMA-3...
2026.04
0.77
0.81
SAR
Backbone Model=LLaMA-3...
2026.04
0.75
0.8
Perplexity
Backbone Model=LLaMA-3...
2026.04
0.67
0.73
Focus
Backbone Model=LLaMA-3...
2026.04
0.64
0.69
Semantic
Backbone Model=LLaMA-3...
2026.04
0.63
0.68
P(True)
Backbone Model=LLaMA-3...
2026.04
0.61
0.65
Eigen
Backbone Model=LLaMA-3...
2026.04
0.57
0.64
ATRMD
Backbone Model=LLaMA-3...
2026.04
0.54
0.62
Attention
Backbone Model=LLaMA-3...
2026.04
0.49
0.57
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