Watermark Segmentation on Google C4
97.7mIoUOracle
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OracleModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 97.7 | 100 | 100 | 100 | 99.8 | 99.8 | |
| WISERModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 97.1 | 99.8 | 100 | 99.9 | 99.7 | 99.7 | |
| WISERModel Name=facebook opt-1.3b (50272)2025.09 | 96.6 | 99.2 | 99.4 | 99.3 | 99.1 | 99.1 | |
| OracleModel Name=facebook opt-1.3b (50272)2025.09 | 96.5 | 99.7 | 99.7 | 99.7 | 99.5 | 99.5 | |
| OracleModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 96 | 99.6 | 99.6 | 99.6 | 99.4 | 99.4 | |
| WISERModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 96 | 99.6 | 98.8 | 99.2 | 99.3 | 99.3 | |
| OracleModel Name=facebook opt-125m (50272)2025.09 | 95.3 | 99.6 | 99.6 | 99.6 | 99.2 | 99.1 | |
| WISERModel Name=facebook opt-125m (50272)2025.09 | 95 | 99.6 | 98.8 | 99.2 | 98.8 | 98.6 | |
| OracleModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 94.9 | 99.7 | 99.7 | 99.7 | 99.3 | 99.2 | |
| WISERModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 94.7 | 99 | 99.6 | 99.3 | 99.3 | 99.2 | |
| OracleModel Name=google gemma-2-270m (262144)2025.09 | 94.3 | 99.4 | 99.4 | 99.4 | 99.1 | 99 | |
| WISERModel Name=google gemma-2-270m (262144)2025.09 | 93.8 | 99.5 | 98.1 | 98.8 | 98.8 | 98.7 | |
| AligatorModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 87.4 | 53.6 | 97.6 | 69.2 | 98.8 | 98.7 | |
| AligatorModel Name=facebook opt-125m (50272)2025.09 | 82.7 | 34.3 | 95.3 | 50.4 | 95.7 | 95.3 | |
| AligatorModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 72.5 | 19.7 | 96 | 32.7 | 97.1 | 96.6 | |
| AligatorModel Name=facebook opt-1.3b (50272)2025.09 | 68 | 16.8 | 95.8 | 28.5 | 95.7 | 95.1 | |
| AligatorModel Name=google gemma-2-270m (262144)2025.09 | 64.9 | 15.2 | 94.5 | 26.2 | 93.1 | 92.3 | |
| AligatorModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 64.9 | 21.1 | 91.1 | 34.3 | 96.2 | 95.5 | |
| WaterSeekerModel Name=google gemma-2-270m (262144)2025.09 | 51.5 | 82 | 79.4 | 80.7 | 90.6 | 89.5 | |
| WaterSeekerModel Name=facebook opt-1.3b (50272)2025.09 | 50.8 | 81.2 | 76.3 | 78.7 | 90.6 | 89.5 | |
| WaterSeekerModel Name=facebook opt-125m (50272)2025.09 | 50.2 | 82 | 76 | 78.9 | 88.8 | 87.6 | |
| WaterSeekerModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 50.1 | 84.5 | 69.8 | 76.4 | 89.6 | 88.5 | |
| WaterSeekerModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 46.9 | 84.6 | 56.4 | 67.7 | 85.4 | 84.1 | |
| WaterSeekerModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 46.9 | 85.4 | 57.9 | 69 | 85.6 | 84.4 | |
| SeedBSModel Name=facebook opt-125m (50272)2025.09 | 45.7 | 84 | 92.6 | 88.1 | 96.4 | 93.7 | |
| SeedBSModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 45 | 80.9 | 89.9 | 85.1 | 98.1 | 95.3 | |
| SeedBSModel Name=facebook opt-1.3b (50272)2025.09 | 43.5 | 84 | 89.2 | 86.5 | 96.1 | 93.3 | |
| SeedBSModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 41.2 | 84.8 | 89.3 | 87 | 96.8 | 93.7 | |
| SeedBSModel Name=google gemma-2-270m (262144)2025.09 | 40.8 | 82.6 | 85.9 | 84.2 | 93.8 | 90.9 | |
| SeedBSModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 37.8 | 82.9 | 84.6 | 83.8 | 95.5 | 92.3 |