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Conditional Likelihood Estimation on ARC Challenge

56.7AccuracyLLaDA-1.5-8B
29.55636.60343.6550.697Mar 3, 2026

Evaluation results

MethodLinks
LLaDA-1.5-8BEstimation method=DiSE2026.0356.71
LLaDA-Instruct-8BEstimation method=DiSE2026.0354.21
LLaMA-3-8BEstimation method=probability2026.03531
LLaDA-1.5-8BEstimation method=MC, Nmc=322026.0348.832
LLaDA-Instruct-8BEstimation method=MC, Nmc=322026.0347.832
LLaDA-1.5-8BEstimation method=MC, Nmc=12026.0331.11
LLaDA-Instruct-8BEstimation method=MC, Nmc=12026.0330.61