Time Series Anomaly Detection on KDD-Cup99
98AUCLSTM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LSTM2026.06 | 98 | 88 | |
| TIMELAVA2026.06 | 98 | 93 | |
| ARIMA/VAR2026.06 | 87 | 52 | |
| TimeInf2026.06 | 79 | 43 | |
| Isolation Forest2026.06 | 74 | 41 | |
| Anomaly Transformer2026.06 | 54 | 17 |
| Method | Links | ||
|---|---|---|---|
| LSTM2026.06 | 98 | 88 | |
| TIMELAVA2026.06 | 98 | 93 | |
| ARIMA/VAR2026.06 | 87 | 52 | |
| TimeInf2026.06 | 79 | 43 | |
| Isolation Forest2026.06 | 74 | 41 | |
| Anomaly Transformer2026.06 | 54 | 17 |