Watermark Detection on C4 Post-translation tr-fr
49.8TPR @ 1% FPRDEW
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEWWatermark Category=Semantic, k=3, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.06 | 49.8 | 80.6 | |
| DEWWatermark Category=Semantic, k=3, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.06 | 41.2 | 76 | |
| X-SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 26.6 | 50 | |
| SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 22.8 | 55 | |
| DEWWatermark Category=Semantic, k=5, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.06 | 14.4 | 70.2 | |
| DEWWatermark Category=Semantic, k=5, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.06 | 11.6 | 64.6 | |
| TSWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 4.2 | 15 | |
| SYNTHID-DWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 2.6 | 11.6 | |
| SYNTHID-NDWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 2.4 | 8.6 | |
| SYNTHID-DWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 1.8 | 3.8 | |
| KGWWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 1.8 | 8 | |
| DIPMARKWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 1.4 | 4 | |
| UNBIASEDWMWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 1.4 | 5 | |
| KGWWatermark Category=Surface-level, k=1, LLM Backbone=Llama-3.2-3B2026.06 | 1.2 | 7 | |
| SYNTHID-NDWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 0.8 | 4 | |
| ATWWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 0.4 | 3.2 | |
| KGWWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 0.4 | 8.2 |