| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ShapeNet In-Context | PIC-Sep + MICAS | L1 CD Error (x1000)3.4 | 19 | 4d ago | |
| ScanObjectNN | PCoTTA | CD (Round 1)20.7 | 19 | 4d ago | |
| ModelNet40 | PCoTTA | CD (Round 1)15.4 | 19 | 4d ago | |
| Symbols 3 classes | NeuralFLoC w/o Clu | ATV2.9 | 8 | 4d ago | |
| Symbols 2 classes | NeuralFLoC (N-ODE → SrvfRegNet) | ATV2.9 | 8 | 4d ago | |
| Wave d = 3 | NeuralFLoC | ATV8.5 | 8 | 4d ago | |
| Wave d = 1 | NeuralFLoC | ATV4.1 | 8 | 4d ago | |
| Shapes | NeuralFLoC | ATV8.1 | 8 | 4d ago | |
| ShapeNet Multi (full shapes) core (test) | CaCa | RMSE0.07 | 7 | 4d ago | |
| ShapeNet Chair (full shapes) core (test) | CaCa | RMSE0.027 | 7 | 4d ago | |
| ShapeNet Airplane (full shapes) core (test) | CaCa | RMSE0.024 | 7 | 4d ago | |
| RotKITTI | UMERegRobust | mRRE10.96 | 6 | 4d ago | |
| VECtor (sofa-normal) | R Error (deg)6.6 | 4 | 2d ago | ||
| VECtor desk-normal | Rotation Error6.42 | 4 | 2d ago | ||
| VECtor (sofa-fast) | RoEL | Rotational Error (deg)9.8 | 4 | 2d ago | |
| VECtor desk-fast | LIMAP | Rotation Error (°)8.43 | 4 | 2d ago | |
| VECtor (avg) | RoEL | Rotational Error8.86 | 4 | 2d ago | |
| NuScenes (test) | CorrI2P | RTE1.83 | 4 | 4d ago | |
| 40-patient cohort dataset 5-fold cross-validation (test) | OCM + DL (final) | NCC0.91 | 3 | 4d ago | |
| SpineDepth (test) | - | - | 0 | 4d ago |
