Video Prediction on BAIR Robot Pushing
31FVDMAGVIT-L-FP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAGVIT-L-FPModel Size=464M, Evaluation Protocol=Debiased2022.12 | 31 | — | — | — | |
| MAGVIT-B-FPModel Size=128M, Evaluation Protocol=Debiased2022.12 | 48 | — | — | — | |
| iVideoGPTConditioning=action-conditioned, Resolution=64x642024.05 | 60.8 | 24.5 | 90.2 | 5 | |
| MAGVIT-L-FPModel Size=464M, Evaluation Protocol=Standard2022.12 | 62 | — | — | — | |
| MAGVITConditioning=action-free, Resolution=64x642024.05 | 62 | 19.3 | 78.7 | 12.3 | |
| Video Diffusionsampler=Langevin, steps=2562022.04 | 66.92 | — | — | — | |
| Video Diffusionsampler=ancestral, steps=5122022.04 | 68.19 | — | — | — | |
| MaskViTConditioning=action-conditioned, Resolution=64x642024.05 | 70.5 | — | — | — | |
| iVideoGPTConditioning=action-free, Resolution=64x642024.05 | 75 | 20.4 | 82.3 | 9.5 | |
| MAGVIT-B-FPModel Size=128M, Evaluation Protocol=Standard2022.12 | 76 | — | — | — | |
| RaMViD2022.12 | 84 | — | — | — | |
| NUWA2022.04 | 86.9 | — | — | — | |
| NÜWA2022.12 | 87 | — | — | — | |
| MCVDConditioning=action-free, Resolution=64x642024.05 | 89.5 | 16.9 | 78 | — | |
| MCVD2022.12 | 90 | — | — | — | |
| FitVid2022.04 | 93.6 | — | — | — | |
| FitVidConditioning=action-free, Resolution=64x642024.05 | 93.6 | — | — | — | |
| MaskViTConditioning=action-free, Resolution=64x642024.05 | 93.7 | — | — | — | |
| VideoTransformer2022.04 | 94 | — | — | — | |
| MaskViT2022.12 | 94 | — | — | — | |
| FitVid2022.12 | 94 | — | — | — | |
| Phenaki2022.12 | 97 | — | — | — | |
| CCVS2022.04 | 99 | — | — | — | |
| CCVS2022.12 | 99 | — | — | — | |
| Transframer2022.04 | 100 | — | — | — | |
| Transframer2022.12 | 100 | — | — | — | |
| TrIVD-GAN-FP2022.12 | 103 | — | — | — | |
| VideoGPT2022.04 | 103.3 | — | — | — | |
| TrIVD-GAN-FP2022.04 | 103.3 | — | — | — | |
| VideoGPTConditioning=action-free, Resolution=64x642024.05 | 103.3 | — | — | — | |
| VideoGPT2021.04 | 103.3 | — | — | — | |
| TrIVD-GAN-FP2021.04 | 103.3 | — | — | — | |
| DVD-GAN2022.04 | 109.8 | — | — | — | |
| DVD-GAN-FP2021.04 | 109.8 | — | — | — | |
| SAVP2021.04 | 116.4 | — | — | — | |
| LVT2021.04 | 125.8 | — | — | — | |
| SV2P2021.04 | 262.5 | — | — | — | |
| Video Transformer2021.04 | 942 | — | — | — |