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Symbolic Reasoning on Date Understanding (DU)

87.2AccuracySoftCoT
52.838461.759270.6879.6008Feb 17, 2025

Evaluation results

MethodLinks
SoftCoTN=10, Backbone=Qwen3-8B2025.0287.2
SoftCoTN=1, Backbone=Qwen3-8B2025.0285.6
Zero-Shot Assist-CoTN=10, Backbone=Qwen3-8B2025.0284.8
Zero-Shot CoTN=10, Backbone=Qwen3-8B2025.0284.56
Zero-Shot Assist-CoTN=1, Backbone=Qwen3-8B2025.0280.56
Zero-Shot CoTN=1, Backbone=Qwen3-8B2025.0280.32
SoftCoTBackbone=LLaMA-3.1-8B-Instruct2025.0259.04
Zero-Shot Assist-CoTBackbone=LLaMA-3.1-8B-Instruct2025.0258.24
Zero-Shot CoTBackbone=LLaMA-3.1-8B-Instruct2025.0254.4
Zero-Shot CoT-UnkBackbone=LLaMA-3.1-8B-Instruct2025.0254.16