| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HQF | Sim-to-Real training strategy | MSE0.03 | 38 | 3d ago | |
| WebVid 10M | WF-VAE-L | PSNR35.76 | 34 | 3d ago | |
| Bunny | HiNeRV | PSNR41.14 | 34 | 3d ago | |
| MotionHD (test) | IV-VAE | FVD2.18 | 33 | 3d ago | |
| UCF-101 | LARP | rFVD20 | 28 | 3d ago | |
| VoxCeleb2 | Ours | SSIM0.996 | 27 | 3d ago | |
| MVSEC | HyperE2VID | MSE0.076 | 22 | 3d ago | |
| Average | SCI-BDVP | PSNR27.73 | 21 | 3d ago | |
| Aerial | FastDVD | PSNR26.51 | 21 | 3d ago | |
| Crash | FastDVD | PSNR25.61 | 21 | 3d ago | |
| Drop | SCI-BDVP | PSNR35.03 | 21 | 3d ago | |
| Runner | FastDVD | PSNR32.21 | 21 | 3d ago | |
| Traffic | FastDVD | PSNR26.11 | 21 | 3d ago | |
| Kobe | FastDVD | PSNR28.94 | 21 | 3d ago | |
| UCF-101 (test) | MAGVIT-v2-MLM | rFVD8.6 | 17 | 3d ago | |
| Webvid (val) | ARVAE | PSNR34.75 | 16 | 3d ago | |
| IJRR | Sim-to-Real training strategy | MSE0.02 | 16 | 3d ago | |
| GoPro (test) | blur2vid | PSNR30.01 | 16 | 3d ago | |
| YCB-Sim (test) | DCVC | PSNR27.71 | 15 | 3d ago | |
| DAVIS | VeGaS | PSNR32.42 | 15 | 3d ago | |
| UVG (test) | DS-NeRV | Beauty Score33.97 | 13 | 3d ago | |
| Inter-4K | Hunyuan VAE | SSIM0.891 | 12 | 3d ago | |
| ActivityNet (test) | IV-VAE | FVD2.01 | 11 | 3d ago | |
| Panda-70M (val) | MTC-VAE | VCPR431.2 | 10 | 3d ago | |
| WebVid-10M (val) | MTC-VAE | VCPR492.5 | 10 | 3d ago |
