Image Generation on MNIST
Metric: FID (lower is better)
Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PR-GLOW- Recall | 4.45 | No | - | - | - |
| 2 | Sliced Iterative Generator | 4.5 | No | Sliced Iterative Normalizing Flows | 2020-07-01 | Code |
| 3 | GLF+perceptual loss (ours) | 5.8 | No | Generative Latent Flow | 2019-05-24 | Code |
| 4 | HypGAN | 7.87 | No | Hyperbolic Generative Adversarial Network | 2021-02-10 | - |
| 5 | JKO-iFlow | 7.95 | No | - | - | - |
| 6 | PR-GLOW- Precision | 12.884 | No | - | - | - |
| 7 | Spiking-Diffusion | 27.61 | No | Spiking-Diffusion: Vector Quantized Discrete Dif... | 2023-08-20 | Code |
| 8 | Feature Alignment | 37.5 | No | Feature Alignment as a Generative Process | 2021-06-23 | Code |
| 9 | PresGAN | 38.53 | No | Prescribed Generative Adversarial Networks | 2019-10-09 | Code |