Time Series Generation on ECG200 (50% drop)
0.25DS ScoreDiff-MN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diff-MN2026.01 | 0.25 | 0.247 | 0.09 | |
| TimeVAE-NCDE2026.01 | 0.427 | 0.37 | 0.641 | |
| GT-GAN2026.01 | 0.457 | 0.506 | 5.013 | |
| Diffusion-NCDE2026.01 | 0.46 | 0.369 | 0.87 | |
| ProFITi2026.01 | 0.462 | 0.298 | 0.073 | |
| TimeGAN-NCDE2026.01 | 0.482 | 0.804 | 17.56 | |
| KoVAE2026.01 | 0.485 | 0.565 | 8.693 | |
| HeTVAE2026.01 | 0.5 | 0.806 | 17.199 |