ShapeNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ShapeNetPart
89mIoU (Instance)
254
ShapeNet (test)
0.792IoU
209
ShapeNet (test)
86.9Mean IoU
164
ShapeNetr2n2 (test)
69.4mIoU
160
ShapeNet Part (test)
86.8mIoU
114
ShapeNet
0.738IoU
110
ShapeNetPart
100ASR
93
ShapeNet Part
100Accuracy
80
ShapeNet r2n2 13 categories (test)
69.5mIoU
80
ShapeNet (test)
0.742Mean IoU
80
ShapeNet (test)
0.042EMD
74
ShapeNet ism (test)
53.1mIoU
72
ShapeNet synthetic objects (unseen categories)
3.02Average CD
71
ShapeNet
95IoU
62
ShapeNet In-Context
2.2L1 CD Error
59
ShapeNet In-Context
2.2CD L1
59
ShapeNet-34 (seen categories)
0.33Chamfer Distance (S)
58
ShapeNet Car (test)
97.871-NNA (CD)
57
ShapeNet Chair category (test)
1.92MMD (CD)
56
ShapeNet Airplane category (test)
98.41-NNA (CD, %)
55
ShapeNet
0.06Chamfer Distance
54
ShapeNetPart
87.3mIoU (Instance)
53
Anomaly-ShapeNet (test)
100ashtray0
49
ShapeNet In-Context
3.4L1 CD Error (x1000)
47
ShapeNet part
87.4mIoU
46