Time Series Generation on ECG200 (70% drop)
0.39DSDiff-MN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diff-MN2026.01 | 0.39 | 0.253 | 0.113 | |
| TimeVAE-NCDE2026.01 | 0.415 | 0.363 | 0.731 | |
| Diffusion-NCDE2026.01 | 0.458 | 0.328 | 0.365 | |
| GT-GAN2026.01 | 0.475 | 0.556 | 7.126 | |
| ProFITi2026.01 | 0.48 | 0.325 | 0.149 | |
| KoVAE2026.01 | 0.485 | 0.523 | 8.692 | |
| TimeGAN-NCDE2026.01 | 0.49 | 0.806 | 17.57 | |
| HeTVAE2026.01 | 0.5 | 0.81 | 17.193 |