Watermark Segmentation on Inverse watermarking experimental setting S3 (test)
0.925IoUOracle
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OracleModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 0.925 | 99 | 99 | 99 | 99.2 | 99.1 | |
| WISERModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 0.904 | 99.3 | 97 | 98.1 | 98.6 | 98.5 | |
| OracleModel Name=facebook opt-125m (50272)2025.09 | 0.886 | 97.4 | 97.4 | 97.4 | 98.5 | 98.3 | |
| OracleModel Name=google gemma-3-270m (262144)2025.09 | 0.87 | 96.7 | 96.7 | 96.7 | 98.1 | 98 | |
| OracleModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 0.856 | 96.7 | 96.7 | 96.7 | 98 | 97.9 | |
| OracleModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 0.855 | 95.9 | 95.9 | 95.9 | 97.9 | 97.8 | |
| OracleModel Name=facebook opt-1.3b (50272)2025.09 | 0.853 | 94.7 | 94.7 | 94.7 | 97.6 | 97.4 | |
| WISERModel Name=facebook opt-125m (50272)2025.09 | 0.853 | 96.5 | 94.8 | 95.6 | 97.6 | 97.5 | |
| WISERModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 0.817 | 96.3 | 93.8 | 95 | 97.1 | 96.9 | |
| WISERModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 0.787 | 93.9 | 91.9 | 92.9 | 96.8 | 96.5 | |
| WISERModel Name=google gemma-3-270m (262144)2025.09 | 0.778 | 93.5 | 90.5 | 92 | 94.2 | 94 | |
| WISERModel Name=facebook opt-1.3b (50272)2025.09 | 0.744 | 94.9 | 85 | 89.7 | 94.9 | 94.5 | |
| WaterSeekerModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 0.738 | 100 | 87.2 | 93.2 | 95.4 | 95.1 | |
| WaterSeekerModel Name=facebook opt-125m (50272)2025.09 | 0.724 | 99.5 | 85.2 | 91.8 | 95.8 | 95.5 | |
| WaterSeekerModel Name=google gemma-3-270m (262144)2025.09 | 0.708 | 100 | 83.7 | 91.1 | 95 | 94.6 | |
| WaterSeekerModel Name=facebook opt-1.3b (50272)2025.09 | 0.689 | 99.6 | 81 | 89.4 | 94.9 | 94.5 | |
| WaterSeekerModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 0.688 | 100 | 81 | 89.5 | 95.2 | 94.8 | |
| WaterSeekerModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 0.648 | 100 | 76.6 | 86.7 | 93.3 | 92.8 | |
| SeedBSModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 0.342 | 55.5 | 17.1 | 26.1 | 77.7 | 74.8 | |
| SeedBSModel Name=facebook opt-125m (50272)2025.09 | 0.23 | 40.3 | 15.1 | 22 | 62.9 | 59.9 | |
| SeedBSModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 0.219 | 40 | 13.8 | 20.5 | 65.3 | 62.8 | |
| SeedBSModel Name=facebook opt-1.3b (50272)2025.09 | 0.203 | 37.7 | 13.8 | 20.2 | 59.9 | 57 | |
| SeedBSModel Name=google gemma-3-270m (262144)2025.09 | 0.187 | 35.5 | 12.9 | 18.9 | 62.4 | 59.7 | |
| SeedBSModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 0.173 | 30.8 | 9.7 | 14.8 | 53.9 | 51.2 | |
| AligatorModel Name=facebook opt-1.3b (50272)2025.09 | 0 | 0 | 0 | 0 | 18.9 | 17.1 | |
| AligatorModel Name=facebook opt-125m (50272)2025.09 | 0 | 0 | 0 | 0 | 18.9 | 17.1 | |
| AligatorModel Name=google gemma-3-270m (262144)2025.09 | 0 | 0 | 0 | 0 | 18.9 | 17.1 | |
| AligatorModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 0 | 0 | 0 | 0 | 18.9 | 17.1 | |
| AligatorModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 0 | 0 | 0 | 0 | 18.9 | 17.1 | |
| AligatorModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 0 | 0 | 0 | 0 | 18.9 | 17.1 |