opp115_policy_change
- Task Description: Classify if a clause from a privacy policy describes if and how users will be informed about changes to the privacy policy.
- Task Type: Binary classification
- Document Type: privacy policy
- Number of Samples: 439
- Input Length Range: 10-428 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 | claude-3-haiku-20240307 | 1.000 | 1.000 | 1.000 | 1.000 | 0.002 | 2025-07-25 | View |
| 2 | meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo | 0.817 | 0.816 | 0.811 | 0.817 | 1.000 | 2025-08-03 | View |
| 3 | meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo | 0.791 | 0.791 | 0.782 | 0.791 | 1.000 | 2025-07-25 | View |
| 4 | google/gemma-2-27b-it | 0.564 | 0.565 | 0.465 | 0.564 | 1.000 | 2025-07-24 | View |
| 5 | gpt-4o-mini | 0.550 | 0.551 | 0.468 | 0.550 | 1.000 | 2025-07-02 | View |
| 6 | gpt-4.1-nano | 0.520 | 0.520 | 0.468 | 0.520 | 1.000 | 2025-07-03 | View |
| 7 | claude-3-5-haiku-20241022 | 0.485 | 0.487 | 0.441 | 0.485 | 0.991 | 2025-08-01 | View |