Time-series Generation on Air
0.034Predictive Score (MAE)Original
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OriginalData=Original Data2022.05 | 0.034 | — | |
| TsT-GANConfiguration=Full2022.05 | 0.042 | 0.243 | |
| COT-GAN2022.05 | 0.044 | 0.441 | |
| TsT-GANConfiguration=- ML2022.05 | 0.045 | 0.302 | |
| TsT-GANConfiguration=- MM + Auto2022.05 | 0.046 | 0.452 | |
| TsT-GANConfiguration=- MM2022.05 | 0.051 | 0.477 | |
| TsT-GANConfiguration=- Embedding2022.05 | 0.056 | 0.514 | |
| TsT-GANConfiguration=Base2022.05 | 0.068 | 0.613 | |
| RCGAN2022.05 | 0.072 | 0.478 | |
| C-RNN-GAN2022.05 | 0.095 | 0.473 | |
| TimeGAN2022.05 | 0.114 | 0.479 | |
| P-Forcing2022.05 | 0.19 | 0.484 |