opp115_first_party_collection_use
- Task Description: Classify whether a clause from a privacy policy describes how and why a service provider collects user information.
- Task Type: Binary classification
- Document Type: privacy policy
- Number of Samples: 2094
- Input Length Range: 10-335 tokens
- Evaluation Metrics: accuracy (maximize), balanced_accuracy (maximize), f1_macro (maximize), f1_micro (maximize), valid_predictions_ratio (maximize)
- Tags: interpretation, privacy 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 | accuracy | balanced_accuracy | f1_macro | f1_micro | valid_predictions_ratio | Date | Results |
|---|---|---|---|---|---|---|---|---|
| 1 | meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo | 0.803 | 0.802 | 0.801 | 0.803 | 0.997 | 2025-07-25 | View |
| 2 | meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo | 0.781 | 0.781 | 0.780 | 0.781 | 1.000 | 2025-08-03 | View |
| 3 | claude-3-5-haiku-20241022 | 0.733 | 0.732 | 0.722 | 0.733 | 1.000 | 2025-08-01 | View |
| 4 | gpt-4o-mini | 0.728 | 0.728 | 0.726 | 0.728 | 1.000 | 2025-07-02 | View |
| 5 | google/gemma-2-27b-it | 0.707 | 0.707 | 0.688 | 0.707 | 1.000 | 2025-07-24 | View |
| 6 | gpt-4.1-nano | 0.644 | 0.644 | 0.643 | 0.644 | 1.000 | 2025-07-03 | View |
| 7 | claude-3-haiku-20240307 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 2025-07-25 | View |