| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | ZJU-MoCap (test) | SSIM0.977 | 43 | |
| Human Novel View Synthesis | ZJU-MoCap | PSNR32.22 | 31 | |
| 3D Human Reconstruction | ZJU Mocap (test) | PSNR31.9 | 31 | |
| Novel View Synthesis | ZJU-MoCap | PSNR33.54 | 23 | |
| Novel View Synthesis | ZJU-MoCap novel view setting | PSNR30.26 | 14 | |
| Novel view synthesis | ZJU-MoCap (source models' seen poses) | PSNR31.57 | 10 | |
| Novel Pose Synthesis | ZJU-MoCap (Novel Pose) | PSNR30.05 | 10 | |
| Novel View Synthesis | ZJU-MoCap 22 | PSNR24.65 | 9 | |
| Human Rendering | ZJU-MoCap novel view (evaluation) | PSNR24.62 | 9 | |
| Novel View Synthesis | ZJU-MoCap Subject 313 | PSNR29.67 | 7 | |
| Novel View Synthesis | ZJU-MoCap in-domain 1.0 (test) | PSNR31.89 | 5 | |
| Novel View Synthesis | ZJU Mocap 512x512 (386) | PSNR30.29 | 5 | |
| Novel View Synthesis | ZJU Mocap 512x512 (377) | PSNR28.12 | 5 | |
| Human Image Synthesis | ZJU-MOCAP | Training Time (h)2.5 | 4 | |
| Novel Pose Synthesis | ZJU-MoCap Novel Poses (test) | PSNR23.69 | 4 | |
| Novel View Synthesis | ZJU-MoCap (Subject 377) | PSNR30.9 | 4 | |
| Human Pose Estimation | ZJU-MoCap (test) | MPJPE7.59 | 4 | |
| Re-posing | ZJU-MoCap (test) | LPIPS0.061 | 4 | |
| Novel View Synthesis | ZJU-MoCap (unseen poses) | PSNR24.75 | 3 | |
| Novel View Synthesis | ZJU-MoCap Subject S387 (test) | LPIPS0.112 | 3 | |
| Novel View Synthesis | ZJU-MoCap Subject S386 (test) | LPIPS0.108 | 3 | |
| Novel View Synthesis | ZJU-MoCap novel poses S386 (test) | LPIPS0.123 | 2 | |
| Novel View Synthesis | ZJU-MoCap novel poses S377 (test) | LPIPS0.088 | 2 | |
| Novel View Synthesis | ZJU-MoCap S386 (train) | LPIPS0.08 | 2 | |
| Novel View Synthesis | ZJU-MoCap S377 (train) | LPIPS6.9 | 2 |