Class-Conditioned Video Generation on UCF101 (test)
36Fréchet Video DistanceW.A.L.T-XL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| W.A.L.T-XLparams.=460M, steps=502023.12 | 36 | — | |
| W.A.L.T-Lparams.=313M, steps=502023.12 | 46 | — | |
| MAGVITv2params.=307M, steps=242023.12 | 58 | — | |
| HPDM-LModel size=Large2024.06 | 66.32 | 87.68 | |
| MAGVITparams.=306M, steps=122023.12 | 76 | — | |
| Make-A-VideoVenue=ICLR'23, large-scale text-to-video pre-training=true2024.06 | 81.25 | 82.55 | |
| HPDM-MModel size=Medium, Venue=CVPR'242024.06 | 143.1 | 84.29 | |
| VideoFusionResolution=16 x 128 x 1282023.03 | 173 | 80.03 | |
| VIDMVenue=AAAI'232024.06 | 294.7 | — | |
| TATSResolution=16 x 128 x 1282023.03 | 332 | 79.28 | |
| TATSparams.=321M, steps=10242023.12 | 332 | — | |
| PVDMVenue=CVPR'232024.06 | 343.6 | 74.4 | |
| HPDM-SModel size=Small2024.06 | 344.5 | 73.73 | |
| CogVideoResolution=16 x 160 x 1602023.03 | 626 | 50.46 | |
| TATSVenue=ECCV'222024.06 | 635 | 57.63 | |
| MoCOGAN-HDVenue=ICLR'212024.06 | 700 | 33.95 | |
| TGANv2Resolution=16 x 128 x 1282023.03 | 1,209 | 28.87 | |
| StyleGAN-VVenue=CVPR'222024.06 | 1,431 | 23.94 | |
| DIGANVenue=ICLR'222024.06 | 1,630.2 | 29.71 | |
| DVD-GANResolution=16 x 128 x 1282023.03 | — | 32.97 | |
| MoCOGANResolution=16 x 64 x 642023.03 | — | 12.42 | |
| TGANResolution=16 x 64 x 642023.03 | — | 15.83 | |
| VGANResolution=16 x 64 x 642023.03 | — | 8.31 |