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Mathematical Reasoning on GSM-SYS

80.9AccuracySATLM
18.60434.77750.9567.123May 16, 2023

Evaluation results

MethodLinks
SATLMLanguage Model=code-davinci-002, Decoding Method=self-consistency decoding2023.0580.9
SATLMLanguage Model=code-davinci-002, Decoding Method=greedy decoding2023.0569.4
COTLanguage Model=code-davinci-002, Decoding Method=self-consistency decoding2023.0556.1
PROGLMLanguage Model=code-davinci-002, Decoding Method=self-consistency decoding2023.0553.4
COTLanguage Model=code-davinci-002, Decoding Method=greedy decoding2023.0546.5
PROGLMLanguage Model=code-davinci-002, Decoding Method=greedy decoding2023.0543.4
STANDARDLanguage Model=code-davinci-002, Decoding Method=greedy decoding2023.0521