Watermark Detection on 500 human-authored texts (200 tokens each) (Evaluation set)
0.001Average Latency (sec)SYNTHID-D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SYNTHID-DScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.001 | 0.001 | 0 | |
| SYNTHID-NDScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.02 | 0.02 | 0 | |
| KGWScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.036 | 0.036 | 0 | |
| DEWScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.047 | 0.048 | 0.001 | |
| DIPMARKScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.058 | 0.058 | 0.001 | |
| TSScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.095 | 0.096 | 0.003 | |
| X-SIRScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.196 | 0.193 | 0.009 | |
| UNBIASEDWMScheme Type=Surface-level, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.231 | 0.23 | 0.014 | |
| SIRScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 0.276 | 0.279 | 0.023 | |
| ATWScheme Type=Semantic, k=3, Hardware=Intel i9-10980XE CPU, NVIDIA RTX A5000 GPU2026.06 | 6.353 | 6.393 | 0.43 |