textualism_tool_plain
- Task Description: Determine if a paragraph from a judicial opinion is applying a form of textualism that relies on the ordinary ('plain') meaning of terms.
- Task Type: Binary classification
- Document Type: judicial text
- Number of Samples: 169
- Input Length Range: 29-874 tokens
- Evaluation Metrics: accuracy (maximize), balanced_accuracy (maximize), f1_macro (maximize), f1_micro (maximize), valid_predictions_ratio (maximize)
- Tags: rhetorical understanding, rhetorical-analysis, statute
- 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 | accuracy | balanced_accuracy | f1_macro | f1_micro | valid_predictions_ratio | Date | Results |
|---|---|---|---|---|---|---|---|---|
| 1 | meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo | 0.879 | 0.879 | 0.875 | 0.879 | 1.000 | 2025-08-04 | View |
| 2 | meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo | 0.861 | 0.861 | 0.857 | 0.861 | 1.000 | 2025-07-25 | View |
| 3 | gpt-4o-mini | 0.842 | 0.822 | 0.831 | 0.842 | 1.000 | 2025-07-02 | View |
| 4 | claude-3-5-haiku-20241022 | 0.770 | 0.792 | 0.769 | 0.770 | 1.000 | 2025-08-01 | View |
| 5 | google/gemma-2-27b-it | 0.752 | 0.767 | 0.751 | 0.752 | 1.000 | 2025-07-24 | View |
| 6 | claude-3-haiku-20240307 | 0.729 | 0.746 | 0.729 | 0.729 | 0.873 | 2025-07-25 | View |
| 7 | gpt-4.1-nano | 0.624 | 0.618 | 0.615 | 0.624 | 1.000 | 2025-07-03 | View |