3D Reconstruction (Accuracy and Efficiency) on ShapeNet
95IoUMPS (Marching-Primitives with superquadrics)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MPS (Marching-Primitives with superquadrics)Category=can2023.03 | 95 | 0.022 | — | |
| MPS (Marching-Primitives with superquadrics)Category=cabinet2023.03 | 94.8 | 0.028 | — | |
| MPS (Marching-Primitives with superquadrics)Category=phone2023.03 | 94.7 | 0.021 | — | |
| MPS (Marching-Primitives with superquadrics)Category=sofa2023.03 | 94 | 0.023 | — | |
| MPS (Marching-Primitives with superquadrics)Category=table2023.03 | 93.2 | 0.022 | — | |
| MPS (Marching-Primitives with superquadrics)Category=bottle2023.03 | 92.4 | 0.017 | — | |
| MPS (Marching-Primitives with superquadrics)Category=speaker2023.03 | 92 | 0.033 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=can2023.03 | 90.8 | 0.036 | — | |
| MPS (Marching-Primitives with superquadrics)Category=mailbox2023.03 | 90.5 | 0.024 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=phone2023.03 | 89.1 | 0.023 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=bottle2023.03 | 88.6 | 0.026 | — | |
| NBCategory=phone2023.03 | 87.2 | 0.021 | — | |
| MPS (Marching-Primitives with superquadrics)Category=chair2023.03 | 87.1 | 0.02 | — | |
| MPS (Marching-Primitives with superquadrics)Category=mean2023.03 | 87 | 0.022 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=speaker2023.03 | 85.8 | 0.037 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=sofa2023.03 | 85.7 | 0.029 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=cabinet2023.03 | 84 | 0.037 | — | |
| MPS (Marching-Primitives with superquadrics)Category=watercraft2023.03 | 83.6 | 0.022 | — | |
| MPS (Marching-Primitives with superquadrics)Category=bench2023.03 | 81.9 | 0.02 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=table2023.03 | 81.8 | 0.024 | — | |
| MPS (Marching-Primitives with superquadrics)Category=rifle2023.03 | 81.1 | 0.019 | — | |
| MPS (Marching-Primitives with superquadrics)Category=lamp2023.03 | 80.2 | 0.021 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=mailbox2023.03 | 80.2 | 0.026 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=mean2023.03 | 79.3 | 0.024 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=watercraft2023.03 | 79.3 | 0.022 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=chair2023.03 | 78.5 | 0.023 | — | |
| FvOR2022.05 | 77.3 | 0.708 | 9.8 | |
| MPS (Marching-Primitives with superquadrics)Category=airplane2023.03 | 76.8 | 0.019 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=lamp2023.03 | 75 | 0.022 | — | |
| NBCategory=table2023.03 | 74.5 | 0.024 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=rifle2023.03 | 74.4 | 0.019 | — | |
| NBCategory=rifle2023.03 | 73.2 | 0.02 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=airplane2023.03 | 73.1 | 0.021 | — | |
| MPE (Marching-Primitives with ellipsoids)Category=bench2023.03 | 73 | 0.02 | — | |
| NBCategory=sofa2023.03 | 72.6 | 0.037 | — | |
| SQsCategory=can2023.03 | 70.6 | 0.066 | — | |
| NBCategory=mailbox2023.03 | 69.4 | 0.026 | — | |
| SQsCategory=bottle2023.03 | 68.6 | 0.047 | — | |
| NBCategory=chair2023.03 | 68.5 | 0.027 | — | |
| SQsCategory=phone2023.03 | 68.1 | 0.04 | — | |
| NBCategory=mean2023.03 | 67.4 | 0.028 | — | |
| NBCategory=airplane2023.03 | 67.1 | 0.023 | — | |
| NBCategory=cabinet2023.03 | 66.6 | 0.036 | — | |
| NBCategory=bottle2023.03 | 66.5 | 0.033 | — | |
| NBCategory=speaker2023.03 | 65.6 | 0.041 | — | |
| NBCategory=watercraft2023.03 | 61.8 | 0.032 | — | |
| NBCategory=lamp2023.03 | 58.9 | 0.029 | — | |
| NBCategory=bench2023.03 | 57.9 | 0.028 | — | |
| NBCategory=can2023.03 | 55.3 | 0.036 | — | |
| SQsCategory=sofa2023.03 | 49.7 | 0.054 | — | |
| SQsCategory=watercraft2023.03 | 46.5 | 0.048 | — | |
| SQsCategory=rifle2023.03 | 44.6 | 0.038 | — | |
| SQsCategory=airplane2023.03 | 44.1 | 0.037 | — | |
| SQsCategory=cabinet2023.03 | 39.4 | 0.059 | — | |
| IDR2022.05 | 39.2 | 4.33 | 1,000 | |
| SQsCategory=mean2023.03 | 36.8 | 0.057 | — | |
| SQsCategory=speaker2023.03 | 34.6 | 0.064 | — | |
| SQsCategory=mailbox2023.03 | 33.3 | 0.095 | — | |
| SQsCategory=chair2023.03 | 30 | 0.068 | — | |
| SQsCategory=table2023.03 | 24.7 | 0.07 | — | |
| SQsCategory=bench2023.03 | 23.8 | 0.056 | — | |
| SQsCategory=lamp2023.03 | 23.4 | 0.072 | — |