Anomaly Detection on Synthetic Financially Structured Data Aggregate (test)
62.39F1 ScoreReGEN-TAD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ReGEN-TADRuntime (s)=24.55192026.03 | 62.39 | 83.4 | 59.54 | 94.77 | 0.92 | |
| GARCHRuntime (s)=0.01522026.03 | 59.45 | 66.35 | 62.61 | 84.32 | 2.28 | |
| OLSRuntime (s)=3.07162026.03 | 54.57 | 69.78 | 51.75 | 95.49 | 0.42 | |
| RRRRuntime (s)=3.64462026.03 | 51.41 | 65.19 | 49.31 | 88.6 | 0.38 | |
| TimeGPTRuntime (s)=3.62372026.03 | 49.49 | 74.37 | 40.39 | 69.7 | 0.99 | |
| TranADRuntime (s)=8.05622026.03 | 43.95 | 60.54 | 46.14 | 72.18 | 1.48 | |
| DAGMMRuntime (s)=1.97722026.03 | 35.25 | 51 | 34.06 | 75.4 | 1.49 | |
| TGAN-ADRuntime (s)=16.74492026.03 | 32.61 | 44.16 | 32.14 | 71.08 | 1.7 | |
| DeepAntRuntime (s)=3.73762026.03 | 30.72 | 49.09 | 27.74 | 81.61 | 0.1 | |
| AlioghliOkayRuntime (s)=7.60472026.03 | 29.25 | 46.9 | 27.23 | 81.3 | 0.1 | |
| IForestRuntime (s)=0.13342026.03 | 27.34 | 32.34 | 29.29 | 77.62 | 1.42 |