PartNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PartNet
74Success Rate
5
PartNet-E
17.59mIoU (Canonical, Part of Obj)
5
PartNet
69.9Accuracy (Face)
5
PartNet All regions (test)
0.238Chamfer Distance
5
PartNet Non-joint regions (test)
0.154CD
5
PartNet Joint regions (test)
0.253CD
5
PartNet-Reasoning (test)
68.5Chair mIoU
5
PartNet-Reasoning (test)
76.6Chair Accuracy
5
PartNet
1.43MMD (Chair)
5
PartNet-Mobility
100Bag Handle Moving Success Rate
4
PartNet-Assembly
69.1Part Accuracy (PA)
4
PartNet PartNet-Mobility and PhysX3D (test)
87.9Parts IoU
4
PartNet-Mobility SIN GAPO
68.84mIoU
4
PartNet (test)
64.1AP50
4
PartNet Chair category
32.5Level-3 part-category mAP
4
PartNet (test)
1Relative Quality
4
PartNet-Mobility (test)
24.803PSNR
3
PartNet (val)
278FPD
3
PartNet (val)
9.6Function Count per Shape
3
PartNet table
1.98FPD
3
PartNet chair
2.63FPD
3
PartNet 18
99.5Percent Prefer Ours
3
PartNet Lamp (test)
53.31mPA
3
PartNet Table (test)
76.19mPA
3
PartNet Chair (test)
76.79mPA
3