Time Series Generation on ECG200 (30% drop)
0.188DSDiff-MN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diff-MN2026.01 | 0.188 | 0.25 | 0.053 | |
| TimeVAE-NCDE2026.01 | 0.44 | 0.417 | 0.917 | |
| Diffusion-NCDE2026.01 | 0.458 | 0.389 | 0.639 | |
| GT-GAN2026.01 | 0.467 | 0.495 | 5.129 | |
| ProFITi2026.01 | 0.48 | 0.31 | 0.085 | |
| TimeGAN-NCDE2026.01 | 0.495 | 0.807 | 17.57 | |
| KoVAE2026.01 | 0.5 | 0.551 | 8.645 | |
| HeTVAE2026.01 | 0.5 | 0.807 | 17.216 |