Time Series Generation on ECGFD (70% drop)
0.14DSDiff-MN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Diff-MN2026.01 | 0.14 | 0.833 | 0.04 | |
| ProFITi2026.01 | 0.36 | 1.003 | 0.395 | |
| KoVAE2026.01 | 0.38 | 1.604 | 10.144 | |
| Diffusion-NCDE2026.01 | 0.38 | 0.958 | 1.117 | |
| TimeVAE-NCDE2026.01 | 0.4 | 0.939 | 2.103 | |
| TimeGAN-NCDE2026.01 | 0.42 | 1.608 | 13.165 | |
| GT-GAN2026.01 | 0.43 | 0.99 | 3.754 | |
| HeTVAE2026.01 | 0.43 | 1.532 | 13.445 |