LongForm
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Watermark Detection | longform_qa | Accuracy100 | 48 | |
| Detection Accuracy | LongForm QA | Accuracy99.88 | 24 | |
| Uncertainty Quantification | Longform | PRR0.221 | 18 | |
| Uncertainty Quantification | Longform | AUROC65.9 | 18 | |
| Long-form Fact-checking | LongForm Bio | FactScore0.8568 | 12 | |
| Response reliability estimation | Longform | AUROC0.654 | 9 | |
| Watermarking | Longform | Generation Metric21.9 | 6 | |
| Factuality Evaluation | LongForm | Precision33.4 | 6 | |
| Detection | LongForm | Score (gpt-5.1)100 | 5 | |
| Prevention | LongForm | Score (gpt-5.1)100 | 5 |
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