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Benchmarks
Uncertainty Quantification on ADVQA
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0.648
AUROC
KLE
0.5648
0.5864
0.608
0.6296
May 26, 2026
AUROC
ECE
Updated 7d ago
Evaluation Results
Method
Method
Links
AUROC
ECE
KLE
Uncertainty Level=Sema...
2026.05
0.648
0.193
SE
Uncertainty Level=Sema...
2026.05
0.636
0.194
VIG-TUQ
Uncertainty Level=Toke...
2026.05
0.632
0.157
CCP
Uncertainty Level=Toke...
2026.05
0.631
0.127
VIG-TUQ-A
Uncertainty Level=Toke...
2026.05
0.631
0.159
Max-Prob
Uncertainty Level=Toke...
2026.05
0.623
0.182
Log-Perplexity
Uncertainty Level=Toke...
2026.05
0.616
0.166
Token-Entropy
Uncertainty Level=Toke...
2026.05
0.613
0.169
VIG-TUQ-JSD
Uncertainty Level=Toke...
2026.05
0.591
0.166
Token-Sar
Uncertainty Level=Toke...
2026.05
0.568
0.171
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