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Uncertainty Estimation on HumanEval-X JavaScript (test)

0.625AUROCTop-5 Entropy
0.508520.538760.5690.59924Jun 8, 2026

Evaluation results

MethodLinks
Top-5 EntropyModel=Qwen3-Coder-30B2026.060.625
Max EntropyModel=Qwen3-Coder-30B2026.060.612
Consistency (VR)Model=Qwen3-Coder-30B2026.060.597
Consistency (BLEU)Model=Qwen3-Coder-30B2026.060.583
Mean EntropyModel=Qwen3-Coder-30B2026.060.582
Mean ProbabilityModel=Qwen3-Coder-30B2026.060.513