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Sentencing Prediction on CAIL Law Domain

85Accuracy

Re-TASK (Lite)

Updated 1mo ago

Evaluation Results

Method	Links
Re-TASK (Lite) 2024.08		85	27.17
Re-TASK (Lite) 2024.08		78.5	27.17
Step-Back 2024.08		72.5	18
Step-Back 2024.08		72.5	18
Three-shot CoT 2024.08		70.17	12.5
One-shot CoT 2024.08		66.5	9.61
Re-TASK (+K0) 2024.08		60.5	11.5
Re-TASK (+K0) 2024.08		57.5	11.5
Three-shot CoT 2024.08		56.33	12.5
Zero-shot CoT + SC 2024.08		54.5	0.33
Plan-and-Solve 2024.08		54.5	1.83
Zero-shot CoT 2024.08		54	-
One-shot CoT 2024.08		53.67	9.61
Re-TASK (Lite) 2024.08		45.5	27.17
Plan-and-Solve 2024.08		45	1.83
Re-TASK (+K0) 2024.08		44	11.5
Zero-shot CoT + SC 2024.08		40.5	0.33
Zero-shot CoT 2024.08		40	-
Three-shot CoT 2024.08		38.5	12.5
Step-Back 2024.08		36.5	18
One-shot CoT 2024.08		36.17	9.61
Zero-shot CoT 2024.08		33.5	-
Zero-shot CoT + SC 2024.08		33.5	0.33
Plan-and-Solve 2024.08		33.5	1.83