Wall-Clock Runtime on WBC (Anomaly Detection)
0.18Wall-Clock Runtime (s)Isolation Forest
Evaluation Results
| Method | Links | |
|---|---|---|
| Isolation ForestHardware=Windows 11, x86_64, 16 GB RAM, standard CPU, without GPU acceleration2026.06 | 0.18 | |
| OCSVMHardware=Windows 11, x86_64, 16 GB RAM, standard CPU, without GPU acceleration, includes grid-search cross-validation=true2026.06 | 0.31 | |
| D2H-ADHardware=Windows 11, x86_64, 16 GB RAM, standard CPU, without GPU acceleration2026.06 | 14.8 | |
| ODHDHardware=Windows 11, x86_64, 16 GB RAM, standard CPU, without GPU acceleration2026.06 | 18.2 | |
| HDADHardware=Windows 11, x86_64, 16 GB RAM, standard CPU, without GPU acceleration2026.06 | 41.3 | |
| AutoencoderHardware=Windows 11, x86_64, 16 GB RAM, standard CPU, without GPU acceleration2026.06 | 127.6 |