| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DTU (test) | TexGuided-GS2Mesh + PGSR | Mean Chamfer Distance (CD)0.51 | 79 | 3mo ago | |
| ShapeNet 12 (test) | Ours | CD10.29 | 24 | 3mo ago | |
| Custom Near-Range mmWave Radar Dataset | GeRaF | F1 Score97 | 20 | 5d ago | |
| self-collected datasets | Trim2DGS | Accuracy14.65 | 10 | 1mo ago | |
| Pulmonary 75 | CrossSDF | CD0.24 | 10 | 3mo ago | |
| Heart 100 | CrossSDF | Chamfer Distance0.38 | 10 | 3mo ago | |
| Coro 75 | CrossSDF | Chamfer Distance (CD)0.21 | 10 | 3mo ago | |
| Coronaries 75 | CrossSDF | Chamfer Distance (CD)0.28 | 10 | 3mo ago | |
| Cerebral 75 | CrossSDF | Chamfer Distance (CD)0.24 | 10 | 3mo ago | |
| Alveolis 100 | CrossSDF | Chamfer Distance (CD)0.35 | 10 | 3mo ago | |
| Brain 25 (test) | CrossSDF | CD (x100)0.65 | 10 | 3mo ago | |
| Hand 25 (test) | CrossSDF | Chamfer Distance (x100)0.21 | 10 | 3mo ago | |
| Eight 25 (test) | CrossSDF | Chamfer Distance (CD)0.1 | 10 | 3mo ago | |
| Elephant 25 (test) | CrossSDF | CD (x100)0.47 | 10 | 3mo ago | |
| Balloon Dog 25 (test) | CrossSDF | CD (x100)0.23 | 10 | 3mo ago | |
| Armadillo 25 (test) | CrossSDF | Chamfer Distance (CD)0.0071 | 10 | 3mo ago | |
| 3D breast scans monocular RGB videos | Ours | CD1.73 | 9 | 2mo ago | |
| ShapeNet 3k points | ConvONet | Reconstruction Time0.6 | 9 | 3mo ago | |
| TacSL simulated tactile interaction dataset | Ours w/o physics | Time (min)0.76 | 7 | 27d ago | |
| Common 3D Models & Objaverse (test) | GMR | CD0 | 7 | 3mo ago | |
| MVMannequins | ProbeSDF | Chamfer Distance (mm)1.03 | 7 | 3mo ago | |
| ScanNet V2 (testplanes) | AirPlanes | Chamfer Distance5.3 | 7 | 3mo ago | |
| D-NeRF | DySurface | vIoU39.28 | 6 | 22d ago | |
| D-NeRF HellWarrior | D-2DGS | vIoU30.79 | 6 | 22d ago | |
| D-NeRF T-Rex | DySurface | vIoU57.83 | 6 | 22d ago |
