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STEM Task Evaluation on MMLU Math

51.81Accuracy

Re-TASK (Lite)

Updated 4d ago

Evaluation Results

Method	Links
Re-TASK (Lite) 2024.08		51.81	7.61
One-shot CoT 2024.08		49.42	2.51
Zero-shot CoT+SC 2024.08		48.19	4.23
Step-Back 2024.08		45.65	-0.6
Re-TASK (Lite) 2024.08		43.84	7.61
Zero-shot CoT+SC 2024.08		41.67	4.23
Zero-shot CoT 2024.08		40.58	-
Plan-and-Solve 2024.08		40.58	-2.3
Zero-shot CoT 2024.08		36.96	-
One-shot CoT 2024.08		36.52	2.51
Step-Back 2024.08		34.42	-0.6
Plan-and-Solve 2024.08		30.43	-2.3
Re-TASK (Lite) 2024.08		28.99	7.61
Zero-shot CoT+SC 2024.08		24.64	4.23
Zero-shot CoT 2024.08		24.28	-
Plan-and-Solve 2024.08		23.91	-2.3
One-shot CoT 2024.08		23.41	2.51
Step-Back 2024.08		19.93	-0.6