Time-series generation on Stocks (test)
23.95Predictive ScoreITF VAE-I
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ITF VAE-I2026.03 | 23.95 | 27.09 | |
| CR VAE2026.03 | 18.57 | 46.27 | |
| Time VAE2026.03 | 12 | 36.32 | |
| Wave GAN2026.03 | 11.8 | 45.82 | |
| LSTM GAN2026.03 | 11.45 | 49.22 | |
| CRNN GAN2026.03 | 10.42 | 12.54 | |
| R-GAN2026.03 | 10.2 | 21.43 | |
| ITF GAN2026.03 | 9.67 | 23.25 | |
| ITF VAE2026.03 | 8.81 | 10.02 | |
| Original2026.03 | 7.3 | — | |
| ITF-VAE Init2026.03 | 1.8 | 0.99 | |
| ITF-VAE Informed Init2026.03 | 1.7 | 0.5 |