Metric: Average F1 (higher is better)
| # | Model↕ | Average F1▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Auto-Encoder with Regression (AER) | 0.47 | No | AER: Auto-Encoder with Regression for Time Serie... | 2022-12-27 | Code |
| 2 | LSTM-DT | 0.391 | No | AER: Auto-Encoder with Regression for Time Serie... | 2022-12-27 | Code |
| 3 | LSTM-VAE | 0.317 | No | AER: Auto-Encoder with Regression for Time Serie... | 2022-12-27 | Code |
| 4 | LSTM-AE | 0.314 | No | AER: Auto-Encoder with Regression for Time Serie... | 2022-12-27 | Code |
| 5 | TadGAN | 0.162 | No | AER: Auto-Encoder with Regression for Time Serie... | 2022-12-27 | Code |
| 6 | ARIMA | 0.124 | No | AER: Auto-Encoder with Regression for Time Serie... | 2022-12-27 | Code |