Outlier Detection on Synthetic Multimodal (n=500, p=150)
69.4F1 ScoreDF-Phase I
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DF-Phase IRuntime (s)=1.57062026.01 | 69.4 | 2 | 59.98 | 99.94 | |
| VAERuntime (s)=1.75722026.01 | 49.51 | 3.05 | 38.2 | 78.34 | |
| VSCOUTRuntime (s)=6.55692026.01 | 42.99 | 21.21 | 31.85 | 99.69 | |
| IForestRuntime (s)=0.05952026.01 | 0 | 97.8 | 0 | 0.01 | |
| Rank-Phase IRuntime (s)=0.09712026.01 | 0 | 5.27 | 0 | 0 | |
| Zamba-CPRuntime (s)=02026.01 | 0 | 0 | 0 | 0 | |
| RMDPRuntime (s)=02026.01 | 0 | 0 | 0 | 0 |