MetaFood3D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Volume Estimation | MetaFood3D | MAE (mL)44.92 | 29 | |
| Dietary Assessment | MetaFood3D | MAE Energy (kCal)60.99 | 8 | |
| Energy Estimation | MetaFood3D | MAE (kCal)77.98 | 6 | |
| Nutrition Estimation | MetaFood3D | Volume MAPE17.43 | 5 | |
| Energy Estimation | MetaFood3D 1.0 (test) | MAE163.7 | 5 | |
| Volume Estimation | MetaFood3D v1.0 (test) | MAE (mL)61.24 | 5 | |
| Nutrition Estimation | MetaFood3D (test) | Volume MAPE- | 0 | |
| Energy Estimation | MetaFood3D (test) | MAE- | 0 | |
| Volume Estimation | MetaFood3D (test) | MAE- | 0 |
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