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Mathematical Reasoning on GSM8K 500 samples (test)

2,578.42Avg TokensPostCal
1,782.31,988.9852,195.672,402.355Jun 7, 2026

Evaluation results

MethodLinks
PostCalLLM Backbone=DeepSeek-R1-Distill-Qwen-1.5B2026.062,578.4287.07
ITCRLLM Backbone=DeepSeek-R1-Distill-Qwen-1.5B2026.062,559.5883.94
PostCalLLM Backbone=LLaMA-3.1-8B-Instruct2026.062,092.867.69
PostCalLLM Backbone=Qwen3-4B-Thinking-25072026.061,975.5664.82
ITCRLLM Backbone=LLaMA-3.1-8B-Instruct2026.061,919.562.4
ITCRLLM Backbone=Qwen3-4B-Thinking-25072026.061,812.9255.04