Unconditional density estimation on BSDS300 (test)
156.36Avg Test Log Likelihood (nats)MAF MoG
Evaluation Results
| Method | Links | |
|---|---|---|
| MAF MoGNumber of layers=5, Output distribution=Mixture of Gaussians2017.05 | 156.36 | |
| MAFNumber of layers=52017.05 | 155.69 | |
| MAFNumber of layers=102017.05 | 154.93 | |
| MADE MoGOutput distribution=Mixture of Gaussians2017.05 | 153.71 | |
| Real NVPNumber of layers=102017.05 | 153.28 | |
| Real NVPNumber of layers=52017.05 | 152.97 | |
| MADE2017.05 | 148.85 | |
| Gaussian2017.05 | 96.67 |