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Benchmarks
Confidence Calibration on HLE (test)
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0.031
ECE
HTC
0.0048
0.18165
0.3585
0.53535
Jan 22, 2026
ECE
BS
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
ECE
BS
AUROC
HTC
Variant=Reduced
2026.01
0.031
0.09
0.644
HTC
Variant=Full
2026.01
0.072
0.098
0.617
GlobalTrace-TP
Temperature Scaling=true
2026.01
0.433
0.277
0.57
LastStep-TP
Temperature Scaling=true
2026.01
0.436
0.278
0.628
Verbalized Conf
2026.01
0.656
0.531
0.614
GlobalTrace-TP
Temperature Scaling=false
2026.01
0.685
0.56
0.551
LastStep-TP
Temperature Scaling=false
2026.01
0.686
0.561
0.604
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