Inverse Watermarking on Experimental Setting n=500, K=2 S1 (test)
91.9IOUOracle
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OracleModel Name=facebook opt-125m (50272)2025.09 | 91.9 | 99.8 | 99.8 | 99.8 | 97.8 | 97.7 | |
| OracleModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 89.3 | 99.3 | 99.3 | 99.3 | 97 | 96.8 | |
| OracleModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 88.9 | 99.8 | 99.8 | 99.8 | 96.8 | 96.6 | |
| OracleModel Name=google gemma-3-270m (262144)2025.09 | 88.4 | 97.8 | 97.8 | 97.8 | 96.1 | 95.8 | |
| OracleModel Name=facebook opt-1.3b (50272)2025.09 | 88.3 | 99.3 | 99.3 | 99.3 | 96.7 | 96.4 | |
| OracleModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 86.4 | 99.3 | 99.3 | 99.3 | 96.2 | 96 | |
| WISERModel Name=google gemma-3-270m (262144)2025.09 | 85.6 | 96.5 | 95.8 | 96.1 | 93.8 | 93.4 | |
| WISERModel Name=facebook opt-125m (50272)2025.09 | 81.8 | 99.5 | 98 | 98.7 | 93.7 | 93.1 | |
| WISERModel Name=facebook opt-1.3b (50272)2025.09 | 78.4 | 98 | 92.7 | 95.3 | 91.2 | 90.4 | |
| WISERModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 75.6 | 99.5 | 96.5 | 98 | 91.3 | 90.3 | |
| WISERModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 65.6 | 99 | 96.3 | 97.6 | 87.1 | 85 | |
| WaterSeekerModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 59 | 99.6 | 76 | 86.2 | 83 | 81.3 | |
| WISERModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 58.6 | 93.5 | 82.3 | 87.5 | 81 | 78.4 | |
| WaterSeekerModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 58.2 | 99.3 | 75 | 85.4 | 82.6 | 80.7 | |
| WaterSeekerModel Name=facebook opt-125m (50272)2025.09 | 55.8 | 98.8 | 71 | 82.6 | 80.4 | 78.3 | |
| WaterSeekerModel Name=facebook opt-1.3b (50272)2025.09 | 55.5 | 98.5 | 69.8 | 81.7 | 80.2 | 78.1 | |
| WaterSeekerModel Name=google gemma-3-270m (262144)2025.09 | 54.7 | 98.1 | 69.5 | 81.4 | 79.8 | 77.6 | |
| WaterSeekerModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 51 | 97.8 | 65.2 | 78.3 | 77.5 | 74.8 | |
| SeedBSModel Name=google gemma-3-270m (262144)2025.09 | 18 | 26.7 | 22.3 | 24.3 | 52.8 | 47.2 | |
| SeedBSModel Name=facebook opt-125m (50272)2025.09 | 17.1 | 27.5 | 22.8 | 24.9 | 49 | 43.4 | |
| SeedBSModel Name=facebook opt-1.3b (50272)2025.09 | 16.6 | 27.4 | 21 | 23.8 | 49.4 | 43.8 | |
| SeedBSModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 15.5 | 25.4 | 19.8 | 22.2 | 49.3 | 43.4 | |
| SeedBSModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 15.2 | 24.1 | 18.2 | 20.8 | 48.1 | 42.4 | |
| SeedBSModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 13.7 | 21.7 | 16.8 | 18.9 | 50.2 | 44.5 | |
| AligatorModel Name=facebook opt-1.3b (50272)2025.09 | 0 | 0 | 0 | 0 | 20.3 | 14.1 | |
| AligatorModel Name=facebook opt-125m (50272)2025.09 | 0 | 0 | 0 | 0 | 20.3 | 14.1 | |
| AligatorModel Name=google gemma-3-270m (262144)2025.09 | 0 | 0 | 0 | 0 | 20.3 | 14.1 | |
| AligatorModel Name=meta-llama Meta-Llama-3-8B (128256)2025.09 | 0 | 0 | 0 | 0 | 20.3 | 14.1 | |
| AligatorModel Name=mistralai Mistral-7B-v0.1 (32000)2025.09 | 0 | 0 | 0 | 0 | 20.3 | 14.1 | |
| AligatorModel Name=princeton-nlp Sheared-LLaMA-1.3B (32000)2025.09 | 0 | 0 | 0 | 0 | 20.3 | 14.1 |