Watermark Segmentation on Red-Green watermarking Setting S2
95.2IOUOracle
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OracleModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 95.2 | 99.7 | 99.7 | 99.7 | 99.4 | 99.3 | |
| OracleModel Name=facebook opt-125m (50272)2025.09 | 92.8 | 99.4 | 99.4 | 99.4 | 99 | 98.9 | |
| OracleModel Name=google gemma-3-270m (262144)2025.09 | 92 | 99.5 | 99.5 | 99.5 | 98.8 | 98.8 | |
| WISERModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 92 | 99.8 | 99.5 | 99.7 | 98.7 | 98.7 | |
| OracleModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 91.9 | 99.3 | 99.3 | 99.3 | 98.9 | 98.8 | |
| OracleModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 91 | 99.3 | 99.3 | 99.3 | 98.7 | 98.6 | |
| OracleModel Name=facebook opt-1.3b (50272)2025.09 | 90.6 | 99.1 | 99.1 | 99.1 | 98.6 | 98.5 | |
| WISERModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 90 | 98.4 | 98.6 | 98.5 | 98.5 | 98.4 | |
| WISERModel Name=facebook opt-125m (50272)2025.09 | 89.7 | 98.9 | 98.6 | 98.7 | 98 | 97.9 | |
| WISERModel Name=google gemma-3-270m (262144)2025.09 | 88.6 | 97.5 | 97.5 | 97.5 | 97.1 | 97 | |
| WISERModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 88.2 | 98.4 | 97.6 | 98 | 97.6 | 97.4 | |
| WISERModel Name=facebook opt-1.3b (50272)2025.09 | 87.4 | 97.6 | 97.4 | 97.5 | 97.2 | 97 | |
| WaterSeekerModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 51.7 | 74.8 | 72.2 | 73.5 | 91.1 | 90.2 | |
| WaterSeekerModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 51.4 | 77.1 | 77 | 77 | 91.2 | 90.2 | |
| WaterSeekerModel Name=facebook opt-125m (50272)2025.09 | 51.2 | 76.7 | 81.1 | 78.8 | 91.6 | 90.6 | |
| WaterSeekerModel Name=google gemma-3-270m (262144)2025.09 | 51.1 | 79.3 | 83.9 | 81.5 | 92.2 | 91.1 | |
| WaterSeekerModel Name=facebook opt-1.3b (50272)2025.09 | 50.5 | 76.8 | 78.2 | 77.5 | 90.9 | 89.8 | |
| WaterSeekerModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 49.1 | 72.1 | 68.2 | 70.1 | 89.9 | 88.9 | |
| SeedBSModel Name=facebook opt-125m (50272)2025.09 | 46.2 | 71.7 | 93.4 | 81.1 | 96.8 | 94.1 | |
| SeedBSModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 45 | 70.1 | 92.5 | 79.8 | 97.3 | 94.6 | |
| SeedBSModel Name=google gemma-3-270m (262144)2025.09 | 44.2 | 71.3 | 92 | 80.3 | 96.4 | 93.6 | |
| SeedBSModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 43.3 | 69.7 | 90.2 | 78.7 | 96.9 | 94 | |
| SeedBSModel Name=facebook opt-1.3b (50272)2025.09 | 42.8 | 70.1 | 90.5 | 79 | 96.5 | 93.5 | |
| SeedBSModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 40.2 | 70.4 | 89.5 | 78.8 | 96.5 | 93.5 | |
| AligatorModel Name=facebook opt-1.3b (50272)2025.09 | 0 | 0 | 0 | 0 | 11.2 | 7.6 | |
| AligatorModel Name=facebook opt-125m (50272)2025.09 | 0 | 0 | 0 | 0 | 11.2 | 7.6 | |
| AligatorModel Name=google gemma-3-270m (262144)2025.09 | 0 | 0 | 0 | 0 | 11.2 | 7.6 | |
| AligatorModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 0 | 0 | 0 | 0 | 11.2 | 7.6 | |
| AligatorModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 0 | 0 | 0 | 0 | 11.2 | 7.6 | |
| AligatorModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 0 | 0 | 0 | 0 | 11.2 | 7.6 |