Watermark Generation on 500 human-authored texts (200 tokens)
3.707Average Latency (sec)(no watermark)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| (no watermark)Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 3.707 | 3.709 | 0.045 | |
| KGWScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 3.727 | 3.712 | 0.051 | |
| TSScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 3.811 | 3.801 | 0.061 | |
| DIPMARKScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 3.877 | 3.877 | 0.07 | |
| UNBIASEDWMScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 3.889 | 3.922 | 0.056 | |
| SYNTHID-NDScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 4.229 | 4.266 | 0.079 | |
| SYNTHID-DScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 4.562 | 4.559 | 0.101 | |
| DEWScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 4.971 | 4.807 | 0.113 | |
| X-SIRScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 5.983 | 5.867 | 0.289 | |
| SIRScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 6.875 | 6.87 | 0.125 | |
| ATWScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 10.499 | 10.59 | 0.546 |