4D Generation on VBench
64.4Imaging QualityRunway
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Runway2026.06 | 64.4 | — | — | 99.5 | — | — | 93.6 | |
| CP4D2026.06 | 64.1 | — | — | 99.8 | — | — | 97.2 | |
| MoRe4DExp. No.=I, Trajectory=Simple2025.12 | 62.3 | 87.52 | 93.64 | 96.82 | 100 | 56.13 | — | |
| PhysGen2026.06 | 62.1 | — | — | 99.6 | — | — | 96.6 | |
| CogVideoX-I2V-5B2026.06 | 60.3 | — | — | 99.3 | — | — | 93.2 | |
| Wan2.2-TI2V-5B2026.06 | 59.9 | — | — | 99.1 | — | — | 93.4 | |
| PhysGen3D2026.06 | 59.9 | — | — | 99.7 | — | — | 96.3 | |
| MoRe4DExp. No.=III, Trajectory=Complex2025.12 | 59.39 | 83.39 | 90.65 | 97.73 | 90 | 48.2 | — | |
| Sora2026.06 | 59.2 | — | — | 99.3 | — | — | 90.4 | |
| MoRe4DExp. No.=II, Trajectory=Moderate2025.12 | 58.28 | 82.41 | 90.44 | 97.6 | 95 | 48.2 | — | |
| DimensionXExp. No.=II, Trajectory=Moderate2025.12 | 55.45 | 75.53 | 84.81 | 98.27 | 100 | 46.34 | — | |
| GenXDExp. No.=II, Trajectory=Moderate2025.12 | 52.09 | 80.42 | 87.89 | 90.3 | 100 | 40.77 | — | |
| NEUROK2026.05 | 51.1 | — | — | — | 75 | 48.3 | — | |
| 4RealExp. No.=I, Trajectory=Simple2025.12 | 50.95 | 93.29 | 97.09 | 96.64 | 77.08 | 49.38 | — | |
| OmniPhysGS2026.05 | 48.937 | — | — | — | 62.5 | 38 | — | |
| PhysDreamer2026.05 | 48.432 | — | — | — | 50 | 36.2 | — | |
| AnimateAnyMesh2026.05 | 48.37 | — | — | — | 62.5 | 45 | — | |
| Gen3CExp. No.=III, Trajectory=Complex2025.12 | 48.14 | 81.12 | 88.71 | 98.45 | 99.4 | 38.12 | — | |
| DreamGaussian4D2026.06 | 47.7 | — | — | 96.9 | — | — | 84.6 | |
| Pixie2026.05 | 46.177 | — | — | — | 62.5 | 39.2 | — | |
| Free4DExp. No.=III, Trajectory=Complex2025.12 | 35.62 | 78.99 | 88.83 | 97.97 | 100 | 36.07 | — | |
| OmniPhysGS2026.06 | 35.6 | — | — | 99.5 | — | — | 96 |