Watermarked Patch Segmentation on Human-edited mixed source text Low edit regime
89.4mIoUOracle
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OracleModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 89.4 | 97.8 | 39.1 | 55.9 | 58.1 | 57.2 | |
| WISERModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 82.5 | 99.5 | 29.8 | 45.9 | 45.3 | 44.4 | |
| OracleModel Name=facebook-opt-125m (50272)2025.09 | 77.3 | 98.5 | 39.4 | 56.3 | 66.3 | 63.5 | |
| WISERModel Name=facebook-opt-125m (50272)2025.09 | 64.9 | 95.5 | 37.6 | 54 | 71.9 | 66.1 | |
| WaterSeekerModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 28.2 | 100 | 35.7 | 52.6 | 74.8 | 62.3 | |
| WaterSeekerModel Name=facebook-opt-125m (50272)2025.09 | 27.6 | 99.9 | 36 | 52.9 | 74.5 | 61.9 | |
| SeedBSModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 2.9 | 9 | 1.9 | 3.1 | 38.3 | 18.7 | |
| SeedBSModel Name=facebook-opt-125m (50272)2025.09 | 1.7 | 4.3 | 1 | 1.6 | 28.8 | 8.9 | |
| AligatorModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 0.9 | 13.6 | 13.2 | 13.4 | 56.2 | 36.2 | |
| AligatorModel Name=facebook-opt-125m (50272)2025.09 | 0 | 3.8 | 1.1 | 1.7 | 28.3 | 8 |