Multi-part shape assembly on PartNet joint-augmented 3.0 (test)
0.352JCD (Chair)Hierarchical Graph Network
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Hierarchical Graph NetworkSetting=Joint input and loss2023.03 | 0.352 | 0.602 | 0.62 | 0.505 | 0.572 | 0.506 | 0.275 | 0.514 | |
| B-DynamicSetting=Joint input and loss2023.03 | 0.379 | 0.786 | 0.416 | 0.598 | 0.215 | 0.103 | 0.2 | 0.154 | |
| B-LSTMSetting=Joint input and loss2023.03 | 0.394 | 0.875 | 0.467 | 0.655 | 0.203 | 0.077 | 0.138 | 0.131 | |
| B-ComplementSetting=Joint input and loss2023.03 | 0.456 | 0.647 | 0.503 | 0.561 | 0.172 | 0.155 | 0.17 | 0.163 | |
| B-GlobalSetting=Joint input and loss2023.03 | 0.513 | 1.268 | 0.488 | 0.912 | 0.127 | 0.04 | 0.069 | 0.076 | |
| B-NSMSetting=Joint input and loss2023.03 | 0.556 | 0.698 | 0.517 | 0.629 | 0.189 | 0.121 | 0.078 | 0.144 | |
| B-JoinableSetting=Joint input and loss2023.03 | 0.653 | 0.812 | 0.483 | 0.725 | 0.161 | 0.139 | 0.094 | 0.144 | |
| B-NSMSetting=Original2023.03 | 0.697 | 0.717 | 0.7 | 0.708 | 0.151 | 0.169 | 0.171 | 0.162 | |
| B-GlobalSetting=Original2023.03 | 0.712 | 0.847 | 0.667 | 0.78 | 0.134 | 0.158 | 0.107 | 0.145 | |
| B-DynamicSetting=Original2023.03 | 0.725 | 0.855 | 0.683 | 0.791 | 0.244 | 0.3 | 0.186 | 0.269 | |
| B-LSTMSetting=Original2023.03 | 0.756 | 0.728 | 0.651 | 0.733 | 0.17 | 0.132 | 0.148 | 0.148 | |
| B-ComplementSetting=Original2023.03 | 0.901 | 0.977 | 1.074 | 0.954 | 0.075 | 0.083 | 0.236 | 0.092 |