Time Series Generation on Changsha
0.357Distribution Similarity (DS)TimeGAN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TimeGAN2026.05 | 0.357 | 0.098 | 0.047 | 2.43 | 0.106 | |
| Diffusion-TS2026.05 | 0.336 | 0.027 | 0.057 | 1.2 | 0.061 | |
| RCGAN2026.05 | 0.309 | 0.042 | 0.028 | 0.83 | 0.08 | |
| PAD-TS2026.05 | 0.296 | 0.026 | 0.048 | 1.07 | 0.04 | |
| TTS-GAN2026.05 | 0.261 | 0.032 | 0.099 | 2.75 | 0.033 | |
| TimeDP2026.05 | 0.205 | 0.025 | 0.033 | 0.74 | 0.027 | |
| TriHead-GAN2026.05 | 0.0093 | 0.029 | 0.0009 | 0.09 | 0.031 |