Time Series Generation on ECG5k (50% drop)
0.326DSDiff-MN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Diff-MN2026.01 | 0.326 | 0.109 | 0.021 | |
| TimeVAE-NCDE2026.01 | 0.37 | 0.175 | 0.096 | |
| Diffusion-NCDE2026.01 | 0.396 | 0.19 | 0.125 | |
| TimeGAN-NCDE2026.01 | 0.478 | 0.573 | 14.408 | |
| GT-GAN2026.01 | 0.495 | 0.437 | 3.592 | |
| ProFITi2026.01 | 0.497 | 0.196 | 0.044 | |
| KoVAE2026.01 | 0.498 | 0.359 | 7.537 | |
| HeTVAE2026.01 | 0.498 | 0.461 | 6.251 |