Time Series Generation on ECG5k 30% drop
0.182DSDiff-MN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Diff-MN2026.01 | 0.182 | 0.09 | 0.014 | |
| Diffusion-NCDE2026.01 | 0.334 | 0.187 | 0.095 | |
| TimeVAE-NCDE2026.01 | 0.371 | 0.173 | 0.113 | |
| GT-GAN2026.01 | 0.493 | 0.409 | 3.305 | |
| ProFITi2026.01 | 0.496 | 0.185 | 0.053 | |
| HeTVAE2026.01 | 0.496 | 0.492 | 8.574 | |
| KoVAE2026.01 | 0.5 | 0.364 | 7.584 | |
| TimeGAN-NCDE2026.01 | 0.5 | 0.592 | 16.615 |