Time-series generation on Sines (Context-FID, Correlational, Discriminative, Predictive)
0.15Predictive ScoreRNN-AR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RNN-AR2026.05 | 0.15 | — | — | 0.495 | |
| Cot-GAN2026.05 | 0.1 | 1.337 | 0.049 | 0.254 | |
| Diffusion-TS2026.05 | 0.095 | 0.014 | 0.06 | 0.006 | |
| Original2026.05 | 0.094 | — | — | — | |
| PrismFlow2026.05 | 0.093 | 0.003 | 0.017 | 0.004 | |
| SMF2026.05 | 0.093 | 0.005 | 0.027 | 0.005 | |
| DiffTime2026.05 | 0.093 | 0.008 | 0.017 | 0.013 | |
| Diffwave2026.05 | 0.093 | 0.014 | 0.022 | 0.017 | |
| TimeGAN2026.05 | 0.093 | 0.101 | 0.045 | 0.011 | |
| TimeVAE2026.05 | 0.093 | 0.307 | 0.131 | 0.041 |