Metric: LPIPS (lower is better)
| # | Model↕ | LPIPS▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MB-GS | 0.37 | No | Motion Blender Gaussian Splatting for Dynamic Sc... | 2025-03-12 | Code |
| 2 | Shape-of-Motion | 0.39 | No | Shape of Motion: 4D Reconstruction from a Single... | 2024-07-18 | - |
| 3 | HyperNeRF | 0.51 | No | HyperNeRF: A Higher-Dimensional Representation f... | 2021-06-24 | Code |
| 4 | DynIBaR | 0.55 | No | DynIBaR: Neural Dynamic Image-Based Rendering | 2022-11-20 | Code |
| 5 | T-NeRF | 0.55 | No | Monocular Dynamic View Synthesis: A Reality Check | 2022-10-24 | Code |
| 6 | 4DGaussians | 0.56 | No | 4D Gaussian Splatting for Real-Time Dynamic Scen... | 2023-10-12 | Code |
| 7 | Deformable-GS | 0.66 | No | Deformable 3D Gaussians for High-Fidelity Monocu... | 2023-09-22 | Code |