Fine-grained 3D Instance Segmentation on Author's 3D Shape Dataset (test)
64.1Bed ScorePriorNet
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PriorNetLow rank loss=true2021.03 | 64.1 | 73.8 | 73 | 73.8 | 73.3 | 71.9 | 83.1 | 39.3 | 49.9 | 67.4 | |
| PriorNet (w/o low rank loss)Low rank loss=false2021.03 | 55.6 | 68.3 | 72.4 | 72.9 | 75.6 | 65.9 | 78 | 35.1 | 42.3 | 64.6 | |
| PriorNet+MergeNetNetwork module=MergeNet, Evaluation scope=all parts2021.03 | 35.3 | 48.9 | 41.5 | 40.3 | 35.7 | 49.6 | 27.6 | 14.6 | 19.3 | 28.6 | |
| GSPN2021.03 | 30.9 | 45.6 | 20.9 | 36.5 | 33.6 | 47.4 | 25.3 | 5.8 | 11.4 | 26.5 | |
| PriorNet+BLNetwork module=BL (Baseline)2021.03 | 30.7 | 42.4 | 38.7 | 38.7 | 35.1 | 44.9 | 20.5 | 12.9 | 15.8 | 20.6 | |
| PriorNet+MergeNet (Small parts)Network module=MergeNet, Evaluation scope=small parts2021.03 | 19.4 | 37.9 | 24.1 | 36.5 | 34.1 | 46.3 | 24.6 | 12.5 | 14.6 | 26.8 | |
| SGPN2021.03 | 19.1 | 39.8 | 23.8 | 34 | 33.4 | 40.7 | 18.3 | 4.4 | 6.1 | 11.4 |