Video Prediction on UCF-101 (test)
81.25FVDMake-A-Video
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Make-A-VideoEx.data=txt-img & video, Cond.=Class., Resolution=256 × 2562023.03 | 81.25 | 82.55 | |
| MAGVIT-BEx.data=No, Cond.=Class., Resolution=128 × 1282023.03 | 159 | 83.55 | |
| VideoFusionEx.data=txt-video, Cond.=Class., Resolution=128 × 1282023.03 | 173 | 80.03 | |
| MMVGGuidance Setting (K)=+52022.11 | 194.6 | — | |
| MMVGGuidance Setting (K)=+22022.11 | 258.5 | — | |
| pre-trained VAE*Resolution=256 × 2562023.03 | 259.4 | 68.16 | |
| RaMViDGuidance Setting (K)=+52022.11 | 260.5 | — | |
| SeerEx.data=txt-img, Cond.=Class., Resolution=256 × 2562023.03 | 260.7 | 57.74 | |
| TATS-baseEx.data=No, Cond.=Class., Resolution=128 × 1282023.03 | 278 | 79.28 | |
| RaMViDGuidance Setting (K)=+22022.11 | 300.6 | — | |
| MMVGGuidance Setting (K)=+12022.11 | 316.3 | — | |
| RaMViDGuidance Setting (K)=+12022.11 | 349.7 | — | |
| LVDMEx.data=No, Cond.=No, Resolution=256 × 2562023.03 | 372 | 27 | |
| DIGANEx.data=No, Cond.=No2023.03 | 577 | 32.7 | |
| CogVideoEx.data=txt-img & txt-video, Cond.=Class., Resolution=160 × 1602023.03 | 626 | 50.46 | |
| MagicVideoEx.data=txt-img & txt-video, Cond.=Class.2023.03 | 699 | — | |
| MoCoGAN-HDEx.data=No, Cond.=Class., Resolution=256 × 2562023.03 | 700 | 33.95 | |
| MCVDEx.data=No, Cond.=No, Resolution=64 × 642023.03 | 1,143 | — | |
| TGANv2Ex.data=No, Cond.=Class., Resolution=128 × 1282023.03 | 1,431 | 26.6 | |
| RaMViDEx.data=No, Cond.=No, Resolution=128 × 1282023.03 | — | 21.71 | |
| StyleGAN-VEx.data=No, Cond.=No, Resolution=128 × 1282023.03 | — | 23.94 | |
| VDMEx.data=No, Cond.=No, Resolution=64 × 642023.03 | — | 57.8 | |
| VideoGPTEx.data=No, Cond.=No, Resolution=128 × 1282023.03 | — | 24.69 |