Part-based 3D Shape Assembly on PartNet (test)
0.006Shape CD (Chair)Ours
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OursSetting=Our Full Setting (joint input and loss)2023.03 | 0.006 | 0.007 | 0.005 | 0.006 | 72.8 | 67.4 | 63.3 | 69.2 | |
| B-GNNSetting=Original Setting2023.03 | 0.007 | 0.008 | 0.006 | 0.007 | 65.3 | 61.4 | 45 | 61.7 | |
| B-NSMSetting=Original Setting2023.03 | 0.013 | 0.022 | 0.012 | 0.018 | 25.3 | 48.2 | 18.9 | 37 | |
| B-NSMSetting=Our Full Setting (joint input and loss)2023.03 | 0.014 | 0.032 | 0.02 | 0.024 | 19 | 12.1 | 14.7 | 15 | |
| B-GlobalSetting=Original Setting2023.03 | 0.015 | 0.013 | 0.008 | 0.013 | 32.8 | 30.1 | 33.6 | 31.4 | |
| B-LSTMSetting=Original Setting2023.03 | 0.017 | 0.026 | 0.007 | 0.021 | 39.4 | 22.5 | 44.4 | 30.8 | |
| B-JoinableSetting=Our Full Setting (joint input and loss)2023.03 | 0.026 | 0.037 | 0.025 | 0.032 | 12.6 | 7.3 | 12.1 | 9.7 | |
| B-ComplementSetting=Original Setting2023.03 | 0.028 | 0.034 | 0.222 | 0.046 | 11 | 5.33 | 0 | 7.2 | |
| B-GlobalSetting=Our Full Setting (joint input and loss)2023.03 | 0.029 | 0.022 | 0.013 | 0.024 | 5.4 | 12 | 15 | 9.6 | |
| B-GNNSetting=Our Full Setting (joint input and loss)2023.03 | 0.034 | 0.039 | 0.021 | 0.036 | 11.5 | 3.2 | 10.4 | 7 | |
| B-LSTMSetting=Our Full Setting (joint input and loss)2023.03 | 0.037 | 0.029 | 0.017 | 0.031 | 4.4 | 4.1 | 15.3 | 5.1 | |
| B-ComplementSetting=Our Full Setting (joint input and loss)2023.03 | 0.048 | 0.044 | 0.029 | 0.044 | 4.5 | 8 | 11.6 | 6.9 |