cuad_source_code_escrow
- Task Description: Classify if the clause requires one party to deposit its source code into escrow with a third party, which can be released to the counterparty upon the occurrence of certain events.
- Task Type: Binary classification
- Document Type: contract clause
- Number of Samples: 124
- Input Length Range: 18-780 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 | 0.093 | 2025-07-25 | View |
| 2 | google/gemma-2-27b-it | 0.966 | 0.966 | 0.966 | 0.966 | 1.000 | 2025-07-24 | View |
| 3 | gpt-4o-mini | 0.898 | 0.898 | 0.897 | 0.898 | 1.000 | 2025-07-02 | View |
| 4 | meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo | 0.873 | 0.873 | 0.871 | 0.873 | 1.000 | 2025-07-30 | View |
| 5 | claude-3-5-haiku-20241022 | 0.822 | 0.822 | 0.819 | 0.822 | 1.000 | 2025-08-01 | View |
| 6 | meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo | 0.814 | 0.814 | 0.807 | 0.814 | 1.000 | 2025-07-25 | View |
| 7 | gpt-4.1-nano | 0.610 | 0.610 | 0.590 | 0.610 | 1.000 | 2025-07-03 | View |