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ResearchFormerly WizWand

Mathematical Reasoning on GSM8K (Acc, Steps)

79.55AccuracyTop-1
35.66247.05658.4569.844Nov 7, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Top-1Parallel=No, Backbone=Dream 7B Instruct2025.1179.55256
KLASSParallel=Yes, Backbone=Dream 7B Instruct2025.1179.43155.67
KL divergenceParallel=Yes, Backbone=Dream 7B Instruct2025.1176.7150.02
KLASSParallel=Yes, Backbone=LLaDA 8B Instruct2025.1176.598.57
ConfidenceParallel=Yes, Backbone=LLaDA 8B Instruct2025.1175.2174.35
Top-1Parallel=No, Backbone=LLaDA 8B Instruct2025.1175.13256
KL divergenceParallel=Yes, Backbone=LLaDA 8B Instruct2025.1174.52155.88
ConfidenceParallel=Yes, Backbone=Dream 7B Instruct2025.1173.6774.81
Top-2Parallel=Yes, Backbone=LLaDA 8B Instruct2025.1172.4128
Top-2Parallel=Yes, Backbone=Dream 7B Instruct2025.1171.69128
RandomParallel=No, Backbone=LLaDA 8B Instruct2025.1167.1256
RandomParallel=No, Backbone=Dream 7B Instruct2025.1137.35256