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LawBench dataset and benchmarks · SOTA2 Research

Research Datasets

LawBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Legal Knowledge and Reasoning Benchmark

LawBench

69.19Memorization Score

30

Legal Evaluation

LawBench

62Accuracy

26

Legal Question Answering

LawBench revised (test)

44.68ROUGE-1

17

Legal Reasoning

LawBench

70Micro-F1

10

Reading Comprehension

LawBench 2-5

97.59RC-F1

8

Legal Charge Prediction

LawBench 8 (test)

69.51F1 Score

6

Hallucination Detection

LawBench Open-ended tasks

1.68Average Entropy

5

Legal Reasoning

LawBench

70.1Top-1 Accuracy

4

Autonomous LLM Fine-tuning

LawBench

51.2Hybrid Score

4

Legal Consultation

LawBench Revised

4.14Legal Soundness

3

Popular tasks

Legal Reasoning Reading Comprehension Hallucination Detection Legal Evaluation Legal Consultation

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