Time Series Generation on ECGFD (30% drop)
0.12DSDiff-MN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Diff-MN2026.01 | 0.12 | 0.85 | 0.052 | |
| ProFITi2026.01 | 0.3 | 0.989 | 0.204 | |
| TimeVAE-NCDE2026.01 | 0.35 | 1.026 | 2.236 | |
| Diffusion-NCDE2026.01 | 0.39 | 0.945 | 1.867 | |
| TimeGAN-NCDE2026.01 | 0.41 | 1.609 | 13.165 | |
| KoVAE2026.01 | 0.42 | 1.588 | 10.158 | |
| HeTVAE2026.01 | 0.42 | 1.51 | 8.218 | |
| GT-GAN2026.01 | 0.45 | 0.97 | 2.004 |