Objectron
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-object editing | Objectron | PSNR16.41 | 6 | |
| Object-centric prediction | Objectron 1.0 (isolated) | Up Mean Error4.45 | 5 | |
| Object-centric prediction | Objectron 1.0 (crop) | Up Mean Error4.19 | 5 | |
| 3D Rotation Regression | Objectron Camera category (1% labeled) | Mean Error24.4 | 5 | |
| 3D Rotation Regression | Objectron Bike category (1% labeled) | Mean Error26.7 | 5 | |
| 3D Spatial Grounding | Objectron | AP@1587.3 | 4 | |
| Single-object 3D detection | Objectron | AP3D50.8 | 4 | |
| Indoor 3D Object Grounding | Objectron (test) | AP (3D Category)72.5 | 3 | |
| Monocular Camera Calibration | Objectron | Error Focal Length (ef)0.078 | 3 | |
| Absolute Orientation Estimation | Objectron (test) | Median Error22.62 | 2 | |
| Frame Interpolation | Objectron | FVD26.7 | 1 |
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