| Name | Organization | Best Model |
|---|---|---|
| OpenLex3D | University of Freiburg | ConceptGraphs (GPT-4o) |
| DL3DV-10K | ETH Zurich | MVSplat360 |
| WideRange4D | Chinese Academy of Sciences | Progress4D |
| SceneSplat-Bench | University of Amsterdam | SceneSplat |
| OmniObject3D | Shanghai Artificial Intelligence Laboratory | CurveNet |
| Surface Reconstruction Benchmark | South China University of Technology | SPSR |
| DSR-Benchmark | CNRS | POCO |
| MuSHRoom | The University of Hong Kong | Splatfacto |
| MPArt-90 | Tsinghua University | GaussianArt (Ours) |
| Nothing Stands Still | ETH Zurich | Predator |
| GauU-Scene V2 | The Chinese University of Hong Kong, Shenzhen | NeRFacto |
| Stanford-ORB | Stanford University | Neural-PBIR |
| SS3DM | Tsinghua University | StreetSurf (Full) |
| FIORD | Aalto University | 3DGS (Vanilla Gaussian Splatting) |
| RefRef | Australian National University | Oracle |
| Building-PCC | Delft University of Technology | PoinTr |
| RaindropGS | National University of Singapore | GS-W (Uformer) |
| Pixel-Accurate Depth | Princeton University | Lidar (interpolated) |