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STEM Task Evaluation on MMLU Biology

0.8819Accuracy

Re-TASK (Lite)

Updated 4d ago

Evaluation Results

Method	Links
Re-TASK (Lite) 2024.08		0.8819	18.29
Re-TASK (Lite) 2024.08		0.8125	18.29
One-shot CoT 2024.08		0.7986	5.09
Re-TASK (Lite) 2024.08		0.7917	18.29
Zero-shot CoT+SC 2024.08		0.7847	2.55
Zero-shot CoT 2024.08		0.7639	-
Plan-and-Solve 2024.08		0.7361	-1.16
One-shot CoT 2024.08		0.6875	5.09
Zero-shot CoT+SC 2024.08		0.625	2.55
Plan-and-Solve 2024.08		0.6111	-1.16
Zero-shot CoT+SC 2024.08		0.6042	2.55
One-shot CoT 2024.08		0.6042	5.09
Zero-shot CoT 2024.08		0.5972	-
Zero-shot CoT 2024.08		0.5764	-
Plan-and-Solve 2024.08		0.5556	-1.16
Step-Back 2024.08		0.5347	-15.28
Step-Back 2024.08		0.5069	-15.28
Step-Back 2024.08		0.4375	-15.28