Absolute Weight Estimation on Nutrition5k
35.1MAE (g)DietDelta
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DietDelta2026.04 | 35.1 | 17.68 | |
| RGB*Input Modality=RGB, Reimplemented=via DeepCode [13]2026.04 | 41.56 | 20.94 | |
| RGB-D*Input Modality=RGB-D, Reimplemented=via DeepCode [13]2026.04 | 71.17 | 35.85 | |
| Open VLMModel Type=Gemma 3 27B [34]2026.04 | 71.96 | 74.88 | |
| Swin Nutrition*Reimplemented=via DeepCode [13]2026.04 | 74.28 | 37.42 | |
| Closed VLMModel Type=Gemini 2.5 Pro [33]2026.04 | 74.87 | 44.76 | |
| Baseline2026.04 | 124.6 | 60.2 |