contract_nli_permissible_post-agreement_possession
- Task Description: Determine if a clause from an NDA allows the Receiving Party to retain some Confidential Information after its return or destruction.
- Task Type: Binary classification
- Document Type: contract clause
- Number of Samples: 119
- Input Length Range: 20-418 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 | meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo | 0.964 | 0.940 | 0.951 | 0.964 | 1.000 | 2025-07-29 | View |
| 2 | gpt-4o-mini | 0.946 | 0.940 | 0.930 | 0.946 | 1.000 | 2025-07-02 | View |
| 3 | meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo | 0.946 | 0.952 | 0.931 | 0.946 | 1.000 | 2025-07-24 | View |
| 4 | claude-3-haiku-20240307 | 0.636 | 0.500 | 0.389 | 0.636 | 0.198 | 2025-07-25 | View |
| 5 | claude-3-5-haiku-20241022 | 0.636 | 0.724 | 0.636 | 0.636 | 0.793 | 2025-08-01 | View |
| 6 | google/gemma-2-27b-it | 0.432 | 0.609 | 0.431 | 0.432 | 1.000 | 2025-07-24 | View |
| 7 | gpt-4.1-nano | 0.252 | 0.500 | 0.201 | 0.252 | 1.000 | 2025-07-03 | View |