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Uncertainty Estimation on HumanEval-X C++ (test)
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0.649
AUROC
Max Entropy
0.51796
0.55198
0.586
0.62002
Jun 8, 2026
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
Max Entropy
Model=Qwen3-Coder-30B
2026.06
0.649
Top-5 Entropy
Model=Qwen3-Coder-30B
2026.06
0.648
Consistency (BLEU)
Model=Qwen3-Coder-30B
2026.06
0.581
Consistency (VR)
Model=Qwen3-Coder-30B
2026.06
0.572
Mean Entropy
Model=Qwen3-Coder-30B
2026.06
0.543
Mean Probability
Model=Qwen3-Coder-30B
2026.06
0.523
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