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Mathematical Reasoning on GSM8K (test) (Accuracy, Avg.)
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85.81
Accuracy
SoftCoT
81.6396
82.7223
83.805
84.8877
Feb 17, 2025
Accuracy
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Average Score
SoftCoT
Backbone=Qwen2.5-7B-In...
2025.02
85.81
75.06
Zero-Shot Assist-CoT
Backbone=Qwen2.5-7B-In...
2025.02
84.85
71.64
Zero-Shot CoT-Unk
Backbone=Qwen2.5-7B-In...
2025.02
84.12
70.6
Zero-Shot CoT
Backbone=Qwen2.5-7B-In...
2025.02
83.7
70.29
Coconut
Backbone=Qwen2.5-7B-In...
2025.02
82.49
-
LoRA Fine-Tuning
Backbone=Qwen2.5-7B-In...
2025.02
81.8
-
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