Watermark Detection on C4 Token Replacement Attack T5-Large (test)
0.9978ROC-AUCAWTI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AWTILLM=Llama2-13B2026.05 | 0.9978 | 99.78 | 99.5 | |
| AWTILLM=Mistral-8×7B2026.05 | 0.9972 | 94 | 99 | |
| PASALLM=Llama2-13B2026.05 | 0.9946 | 92.96 | 98.99 | |
| Exp-editLLM=Llama2-13B2026.05 | 0.9905 | 94 | 97 | |
| PASALLM=Mistral-8×7B2026.05 | 0.9902 | 93 | 97 | |
| Exp-editLLM=Mistral-8×7B2026.05 | 0.976 | 92.5 | 96.5 | |
| KGW+23LLM=Llama2-13B2026.05 | 0.975 | 73.5 | 93 | |
| DAWALLM=Mistral-8×7B2026.05 | 0.8696 | 53.5 | 68 | |
| DAWALLM=Llama2-13B2026.05 | 0.8067 | 33 | 57 |