statutory_reasoning_assessment
- Task Description: Given a statute and a set of facts, determine how much tax an individual owes.
- Task Type: Binary classification
- Document Type: statute
- Number of Samples: 100
- Input Length Range: 8888-9165 tokens
- Evaluation Metrics: mean_square_error (minimize)
- Tags: quantitative reasoning, interpretation, tax law
- Paper: LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
- Dataset Download: https://hazyresearch.stanford.edu/legalbench/
7 submissions
| Rank | Model | mean_square_error | Date | Results |
|---|---|---|---|---|
| 1 | gpt-4.1-nano | 0.000 | 2025-07-03 | View |
| 2 | meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo | 0.000 | 2025-08-04 | View |
| 3 | google/gemma-2-27b-it | 0.000 | 2025-07-24 | View |
| 4 | gpt-4o-mini | 0.000 | 2025-07-02 | View |
| 5 | claude-3-haiku-20240307 | 0.000 | 2025-07-25 | View |
| 6 | claude-3-5-haiku-20241022 | 0.000 | 2025-08-01 | View |
| 7 | meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo | 0.000 | 2025-07-25 | View |