Watermark Detection on C4 Unmodified
100TPR @ 1% FPRATW
Evaluation Results
| Method | Links | |
|---|---|---|
| ATWWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 100 | |
| TSWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 100 | |
| KGWWatermark Category=Surface-level, k=1, LLM Backbone=Llama-3.2-3B2026.06 | 100 | |
| KGWWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 100 | |
| UNBIASEDWMWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 100 | |
| DEWWatermark Category=Semantic, k=3, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.06 | 99.8 | |
| DEWWatermark Category=Semantic, k=5, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.06 | 99.8 | |
| SYNTHID-DWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 99.8 | |
| SYNTHID-NDWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 99.8 | |
| KGWWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 99.8 | |
| SYNTHID-DWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 99.6 | |
| SYNTHID-NDWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.06 | 99.6 | |
| DIPMARKWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06 | 99.4 | |
| DEWWatermark Category=Semantic, k=3, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.06 | 99.2 | |
| DEWWatermark Category=Semantic, k=5, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.06 | 98.8 | |
| SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 97.6 | |
| X-SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06 | 95 |