Video Prediction on KTH
Metric: FVD (higher is better)
Metric: FVD (higher is better)
| # | Model↕ | FVD▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Struct-VRNN (from Grid-keypoints) | 395 | No | Unsupervised Learning of Object Structure and Dy... | 2019-06-19 | Code |
| 2 | SV2P time-invariant (from Grid-keypoints) | 253.5 | No | Stochastic Variational Video Prediction | 2017-10-30 | Code |
| 3 | SV2P time-invariant (from Grid-keypoints) | 209.5 | No | Stochastic Variational Video Prediction | 2017-10-30 | Code |
| 4 | SAVP (from Grid-keypoints) | 183.7 | No | Stochastic Adversarial Video Prediction | 2018-04-04 | Code |
| 5 | SVG-LP (from Grid-keypoints) | 157.9 | No | Stochastic Video Generation with a Learned Prior | 2018-02-21 | Code |
| 6 | SAVP-VAE (from Grid-keypoints) | 145.7 | No | Stochastic Adversarial Video Prediction | 2018-04-04 | Code |
| 7 | Grid-keypoints | 144.2 | No | Accurate Grid Keypoint Learning for Efficient Vi... | 2021-07-28 | Code |