Tabular Anomaly Detection on 15 datasets aggregate
59.53Average F1RTTAD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RTTAD2026.05 | 59.53 | 4.2 | |
| DIF2026.05 | 52.9 | 6 | |
| TTAD2026.05 | 49.92 | 6.27 | |
| MCM2026.05 | 48.7 | 7.93 | |
| ICL2026.05 | 46.25 | 8.6 | |
| GOAD2026.05 | 45.06 | 9 | |
| SLAD2026.05 | 44.89 | 9.4 | |
| EPHAD2026.05 | 44.66 | 7.53 | |
| ECOD2026.05 | 43.6 | 8.27 | |
| Iforest2026.05 | 40.2 | 8.33 | |
| DRL2026.05 | 38.98 | 9.6 | |
| NeuTraLAD2026.05 | 38.92 | 11.4 | |
| LUNAR2026.05 | 37.64 | 9.33 | |
| OCSVM2026.05 | 36.8 | 9.27 | |
| LOF2026.05 | 35.99 | 9.2 | |
| DeepSVDD2026.05 | 33.29 | 10.8 |