3D Reconstruction from a single 2D image on ShapeNet (test)
75.3Volumetric IoU (Airplane)Effective Loss Function
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Effective Loss FunctionLearning Protocol=Supervised2021.03 | 75.3 | 75.1 | 57.8 | 64.97 | |
| Effective Loss FunctionLearning Protocol=Unsupervised2021.03 | 62.4 | 75.6 | 58.3 | 65.43 | |
| SoftRasLearning Protocol=Unsupervised2021.03 | 58.4 | 77.1 | 49.7 | 61.7 | |
| DSNLearning Protocol=Supervised2021.03 | 57.5 | 74.3 | 54.3 | 62 | |
| ONLearning Protocol=Supervised2021.03 | 57.1 | 73.7 | 50.1 | 60.3 | |
| DIB-RLearning Protocol=Unsupervised2021.03 | 57 | 78.8 | 52.7 | 62.8 | |
| INLearning Protocol=Supervised2021.03 | 55.4 | 74.5 | 52.2 | 60.7 | |
| 3DNLearning Protocol=Supervised2021.03 | 54.3 | 59.4 | 34.4 | 49.4 | |
| P2MLearning Protocol=Supervised2021.03 | 51.5 | 50.1 | 40.2 | 47.3 | |
| RNLearning Protocol=Supervised2021.03 | 42.6 | 66.1 | 43.9 | 50.9 | |
| ANLearning Protocol=Supervised2021.03 | 39.2 | 22 | 25.7 | 29 |