Volume Estimation on OmniObject3D
70.49MAE (mL)Real-Scale Module
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Real-Scale Module2026.01 | 70.49 | 85.96 | 0.94 | 0.88 | 0.94 | |
| RGB Estimation2026.01 | 91.38 | 158.74 | 0.71 | 0.38 | 0.76 | |
| GPT-4o (w/context)context=textual context included2026.01 | 112.61 | 155.28 | 0.52 | 0.4 | 0.76 | |
| Category Mean2026.01 | 118.47 | 87.46 | 0.63 | 0.35 | 0.76 | |
| GPT-4ocontext=none2026.01 | 136.69 | 169.81 | 0.4 | 0.13 | 0.63 | |
| Baseline2026.01 | 179.49 | 844.29 | 0 | 0 | 0.707 | |
| Depth Reconstruction2026.01 | 225.42 | 87.84 | 0.32 | 0.53 | 0.74 |