Outlier Detection on Synthetic Multimodal (n=500, p=250)
69.39F1 ScoreDF-Phase I
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DF-Phase IRuntime (s)=2.58432026.01 | 69.39 | 2 | 59.96 | 99.95 | |
| VAERuntime (s)=3.37552026.01 | 51.72 | 3.06 | 39.9 | 80.38 | |
| VSCOUTRuntime (s)=7.56242026.01 | 36.81 | 26.32 | 27.18 | 99.73 | |
| IForestRuntime (s)=0.07082026.01 | 0 | 97.8 | 0 | 0 | |
| Rank-Phase IRuntime (s)=0.15822026.01 | 0 | 5.27 | 0 | 0 | |
| Zamba-CPRuntime (s)=02026.01 | 0 | 0 | 0 | 0 | |
| RMDPRuntime (s)=02026.01 | 0 | 0 | 0 | 0 |