Watermarked Patch Segmentation on Human-edited mixed source text High edit regime
74.1mIoUOracle
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OracleModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 74.1 | 99.3 | 39.7 | 56.7 | 69 | 65.7 | |
| WISERModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 49.4 | 91.5 | 29.7 | 44.8 | 69.4 | 60.6 | |
| OracleModel Name=facebook-opt-125m (50272)2025.09 | 35.9 | 99 | 39.6 | 56.6 | 91.8 | 79.4 | |
| WISERModel Name=facebook-opt-125m (50272)2025.09 | 35.2 | 95.5 | 35.5 | 51.8 | 87 | 74.5 | |
| WaterSeekerModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 26.7 | 99.2 | 33.4 | 50 | 73.3 | 60.3 | |
| WaterSeekerModel Name=facebook-opt-125m (50272)2025.09 | 24.7 | 98 | 28.3 | 43.9 | 79.6 | 65.1 | |
| SeedBSModel Name=facebook-opt-125m (50272)2025.09 | 14.4 | 34.4 | 8 | 13 | 53.8 | 36.9 | |
| AligatorModel Name=facebook-opt-125m (50272)2025.09 | 1 | 19.8 | 13.3 | 15.9 | 59.6 | 39.6 | |
| SeedBSModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 0.3 | 0.5 | 0.2 | 0.3 | 25.5 | 5.3 | |
| AligatorModel Name=princeton-nlp-Sheared-LLaMA-1-3B (32000)2025.09 | 0 | 1.2 | 0.6 | 0.8 | 26.5 | 6.2 |