cuad_volume_restriction
- Task Description: Classify if the clause specifies a fee increase or consent requirement, etc. if one party’s use of the product/services exceeds certain threshold.
- Task Type: Binary classification
- Document Type: contract clause
- Number of Samples: 328
- Input Length Range: 15-597 tokens
- Evaluation Metrics: accuracy (maximize), balanced_accuracy (maximize), f1_macro (maximize), f1_micro (maximize), valid_predictions_ratio (maximize)
- Tags: contract law, interpretation
- 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 | claude-3-haiku-20240307 | 1.000 | 1.000 | 1.000 | 1.000 | 0.003 | 2025-07-25 | View |
| 2 | meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo | 0.910 | 0.910 | 0.910 | 0.910 | 1.000 | 2025-07-30 | View |
| 3 | meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo | 0.835 | 0.835 | 0.833 | 0.835 | 1.000 | 2025-07-25 | View |
| 4 | claude-3-5-haiku-20241022 | 0.789 | 0.789 | 0.788 | 0.789 | 1.000 | 2025-08-01 | View |
| 5 | google/gemma-2-27b-it | 0.761 | 0.761 | 0.751 | 0.761 | 1.000 | 2025-07-24 | View |
| 6 | gpt-4o-mini | 0.696 | 0.696 | 0.685 | 0.696 | 1.000 | 2025-07-02 | View |
| 7 | gpt-4.1-nano | 0.571 | 0.571 | 0.515 | 0.571 | 1.000 | 2025-07-03 | View |