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42.9
Success Rate
Dual-Process (AUQ)
28.756
32.428
36.1
39.772
Jan 22, 2026
Success Rate
AUROC (Φlast)
AUROC (Φavg)
AUROC (Φmin)
Updated 4d ago
Evaluation Results
Method
Method
Links
Success Rate
AUROC (Φlast)
AUROC (Φavg)
AUROC (Φmin)
Dual-Process (AUQ)
2026.01
42.9
0.888
0.782
0.755
Inverse UQ (UAR)
2026.01
38.6
0.874
0.791
0.71
CoT-SC
2026.01
37.1
0.861
0.769
0.663
Self-Reflection
2026.01
33.4
0.855
0.735
0.615
Forward UQ (UAM)
2026.01
31.4
0.865
0.775
0.725
Reflexion
2026.01
30.7
0.84
0.742
0.63
ReAct
2026.01
29.3
0.863
0.758
0.608
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