Time-series generation on Sine (test)
0.2566Predictive ScoreWave GAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Wave GAN2026.03 | 0.2566 | 0.497 | |
| Time VAE2026.03 | 0.1616 | 0.2705 | |
| LSTM GAN2026.03 | 0.1162 | 0.3255 | |
| ITF GAN2026.03 | 0.1061 | 0.2274 | |
| CR VAE2026.03 | 0.1008 | 0.1756 | |
| R-GAN2026.03 | 0.1 | 0.1275 | |
| CRNN GAN2026.03 | 0.0988 | 0.258 | |
| ITF VAE-I2026.03 | 0.0707 | 0.191 | |
| ITF VAE2026.03 | 0.0612 | 0.074 | |
| Original2026.03 | 0.032 | — | |
| ITF-VAE Init2026.03 | 0.0103 | 0.066 | |
| ITF-VAE Informed Init2026.03 | 0.0087 | 0.055 |