Future Video Prediction on BAIR 64x64 and 256x256 (test)
50FVDHigh res. CCVS + state
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| High res. CCVS + stateCond.=1, Resolution=256x2562021.07 | 50 | 0.885 | 0.863 | |
| High res. CCVSCond.=1, Resolution=256x2562021.07 | 80 | 0.729 | 0.683 | |
| High res. CCVS + end frameCond.=2, Resolution=256x2562021.07 | 81 | 0.766 | 0.839 | |
| Video Transformer (L)Cond.=1, Resolution=64x64, Memory=512GB, Compute=336h2021.07 | 94 | — | — | |
| Low res. CCVSCond.=1, Resolution=64x64, Memory=128GB, Compute=40h2021.07 | 99 | — | — | |
| TriVD-GAN-FPCond.=1, Resolution=64x64, Memory=1TB, Compute=280h2021.07 | 103 | — | — | |
| Video Transformer (S)Cond.=1, Resolution=64x64, Memory=256GB, Compute=33h2021.07 | 106 | — | — | |
| DVD-GAN-FPCond.=1, Resolution=64x64, Memory=2TB, Compute=24h2021.07 | 110 | — | — | |
| SAVPCond.=2, Resolution=64x64, Memory=32GB, Compute=144h2021.07 | 116 | — | — | |
| LVTCond.=1, Resolution=64x64, Memory=128GB, Compute=48h2021.07 | 126 | — | — | |
| VideoFlowCond.=3, Resolution=64x64, Memory=128GB, Compute=336h2021.07 | 131 | — | — | |
| SRVPCond.=2, Resolution=64x64, Memory=36GB, Compute=168h2021.07 | 181 | — | — | |
| SV2PCond.=2, Resolution=64x64, Memory=16GB, Compute=24 to 48h2021.07 | 263 | — | — | |
| CDNACond.=2, Resolution=64x64, Memory=10GB, Compute=20h2021.07 | 297 | — | — | |
| SVG-FPCond.=2, Resolution=64x64, Memory=12GB, Compute=6 to 24h2021.07 | 315 | — | — | |
| MoCoGANCond.=4, Resolution=64x64, Memory=16GB, Compute=23h2021.07 | 503 | — | — |