Dietary Assessment on MetaFood3D
60.99MAE Energy (kCal)Stereo-Typical Estimator
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Stereo-Typical Estimator2026.04 | 60.99 | 2.55 | 6.78 | 2.7 | |
| MFP3D2026.04 | 77.98 | — | — | — | |
| GPT-5context=w/context2026.04 | 115.42 | 7.02 | 9.81 | 5.38 | |
| Category Mean2026.04 | 138.09 | 5.86 | 16.33 | 5.69 | |
| 3D Assisted2026.04 | 146.76 | 7.65 | 14.26 | 6.75 | |
| RGB Only2026.04 | 192.9 | 10.43 | 17.44 | 9.24 | |
| Stereo Recon.2026.04 | 193.95 | 10.84 | 16.16 | 9.78 | |
| Baseline2026.04 | 245.88 | 12.01 | 20.45 | 13.29 |