Point Cloud Completion on ShapeNet-ViPC supervised (test)
79.6Mean F-Score @ 0.001 (Avg)XMFnet
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| XMFnettraining_setup=supervised2022.09 | 79.6 | 96.1 | 66.2 | 69.1 | 80.9 | 79.2 | 72.3 | 83 | 90.1 | |
| VRC-Nettraining_setup=supervised2022.09 | 76.4 | 90.2 | 62.1 | 75.3 | 72.2 | 82.3 | 65.4 | 81 | 83.2 | |
| ECGtraining_setup=supervised2022.09 | 70.4 | 88 | 54.2 | 71.3 | 67.1 | 68.9 | 53.4 | 79.2 | 81 | |
| FoldingNetInput Modality=Point Cloud Only2022.09 | 62.71 | 52.42 | 69.58 | 53.07 | 88.23 | 65.04 | 63.68 | 70.8 | 38.82 | |
| AtlasNetInput Modality=Point Cloud Only2022.09 | 60.62 | 50.32 | 64.14 | 48.68 | 81.61 | 71.82 | 60.23 | 65.61 | 42.61 | |
| ViPCtraining_setup=supervised2022.09 | 59.1 | 80.3 | 45.1 | 51.2 | 52.9 | 70.6 | 43.4 | 59.4 | 73 | |
| PCNInput Modality=Point Cloud Only2022.09 | 56.19 | 42.46 | 64.09 | 48.4 | 74.41 | 63.31 | 56.68 | 65.08 | 35.1 | |
| TopNetInput Modality=Point Cloud Only2022.09 | 49.76 | 37.1 | 56.29 | 45.3 | 63.91 | 55.47 | 52.81 | 53.81 | 33.5 | |
| ECGInput Modality=Point Cloud Only2022.09 | 49.57 | 29.52 | 67.21 | 52.43 | 58.67 | 46.02 | 68.13 | 43.32 | 31.27 | |
| TopNettraining_setup=supervised2022.09 | 46.7 | 59.3 | 35.8 | 40.5 | 38.8 | 49.1 | 36.1 | 52.8 | 61.5 | |
| VRC-NetInput Modality=Point Cloud Only2022.09 | 45.98 | 28.13 | 61.08 | 49.32 | 53.42 | 41.03 | 66.14 | 39.53 | 29.25 | |
| AtlasNettraining_setup=supervised2022.09 | 41 | 50.9 | 30.4 | 37.9 | 32.6 | 42.6 | 31.8 | 46.9 | 55.1 | |
| PCNtraining_setup=supervised2022.09 | 40.7 | 57.8 | 27 | 33.1 | 32.3 | 45.6 | 29.3 | 43.1 | 57.7 | |
| FoldingNettraining_setup=supervised2022.09 | 33.1 | 43.2 | 23.7 | 30 | 20.4 | 36 | 24.9 | 35.1 | 51.8 | |
| ViPCInput Modality=Multimodal (PC + Image)2022.09 | 33.08 | 17.6 | 45.58 | 31.83 | 24.76 | 28.67 | 44.81 | 49.9 | 21.97 | |
| XMFnetInput Modality=Multimodal (PC + Image)2022.09 | 14.43 | 5.72 | 19.8 | 17.54 | 14.03 | 18.1 | 17.02 | 13.86 | 9.45 |