Volume Estimation on OmniObject3D (test)
44.92MAE (mL)Stereo-Typical Estimator
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Stereo-Typical Estimator2026.04 | 44.92 | 29.74 | 0.91 | 0.82 | 0.93 | |
| RGB Est.2026.04 | 79.53 | 68.34 | 0.81 | 0.46 | 0.85 | |
| GPT-5context=true2026.04 | 93.7 | 57.5 | 0.6 | 0.31 | 0.71 | |
| GPT-5context=false2026.04 | 101.21 | 62.33 | 0.61 | 0.25 | 0.71 | |
| Category Mean2026.04 | 118.47 | 87.46 | 0.63 | 0.35 | 0.76 | |
| Depth Recon.2026.04 | 125.34 | 175.97 | 0.46 | 0.21 | 0.61 | |
| NeRF2026.04 | 135.89 | 237.56 | 0.17 | 0.02 | 0.66 | |
| Baseline2026.04 | 140.28 | 444.57 | 0 | -0.02 | 0.6 |