Watermark Detection on C4 Post-translation tr-de
65TPR @ 1% FPRDEW
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEWWatermark Category=Semantic, k=3, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.06 | 65 | 90.6 | |
| DEWWatermark Category=Semantic, k=3, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.06 | 59.6 | 88.6 | |
| X-SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 40.6 | 61.8 | |
| DEWWatermark Category=Semantic, k=5, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.06 | 36.8 | 87 | |
| SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 28 | 62.4 | |
| DEWWatermark Category=Semantic, k=5, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.06 | 25.2 | 81.8 | |
| TSWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 10.2 | 26.6 | |
| SYNTHID-DWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 2.4 | 9.6 | |
| KGWWatermark Category=Surface-level, k=1, LLM Backbone=Llama-3.2-3B2026.06 | 2.2 | 8.8 | |
| UNBIASEDWMWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 2.2 | 7.2 | |
| ATWWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 1.8 | 12.4 | |
| KGWWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 1.8 | 6 | |
| SYNTHID-DWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 1.6 | 4.4 | |
| SYNTHID-NDWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 1.6 | 6.6 | |
| KGWWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 1.4 | 10.4 | |
| DIPMARKWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 1.2 | 5.4 | |
| SYNTHID-NDWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 0.4 | 3.2 |