Video Prediction on Kinetics-600
16.2FVDVideo Diffusion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Video Diffusion2022.10 | 16.2 | — | — | — | |
| RaMViD2022.10 | 16.5 | — | — | — | |
| RaMViDunconditional rate (pu)=0.25, number of parameters=308M2022.06 | 17.53 | — | — | — | |
| RaMViDunconditional rate (pu)=0.5, number of parameters=308M2022.06 | 17.61 | — | — | — | |
| RaMViDunconditional rate (pu)=0, number of parameters=308M2022.06 | 18.69 | — | — | — | |
| Transframer2022.10 | 25.4 | — | — | — | |
| TrIVD-GANvariant=FP2022.10 | 25.7 | — | — | — | |
| TrIVD-GAN-FP2022.06 | 26 | — | — | — | |
| RaMViDunconditional rate (pu)=0.75, number of parameters=308M2022.06 | 27.64 | — | — | — | |
| Phenaki2022.10 | 36.4 | — | — | — | |
| CCVS2022.10 | 55 | — | — | — | |
| CCVSnumber of parameters=366M2022.06 | 55 | — | — | — | |
| Video VQ-VAE2022.10 | 64.3 | — | — | — | |
| DVD-GAN-FP2022.06 | 69 | — | — | — | |
| DVD-GANvariant=FP2022.10 | 69.1 | — | — | — | |
| CogVideo2022.10 | 109.2 | — | — | — | |
| Video Transformer2022.10 | 170 | — | — | — | |
| Video Transformernumber of parameters=373M2022.06 | 170 | — | — | — | |
| Video VQ-VAEConditioning frames=4, Prediction frames=12, Evaluation Protocol=Human Evaluation2021.03 | — | 0.657 | 0.128 | 0.215 |