ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet-C
81.4mCE
10
ShapeNet (SN) (held-out objects)
91.3SR (%)
10
ShapeNet Airplane
87.31-NNA (CD)
10
ShapeNet LS
625-way 1-shot Accuracy
10
ShapeNet-vol 13 classes (test)
2.247MMD (CD)
10
ShapeNet chair category (PointFlow)
83.691-NNA (CD)
10
ShapeNet closed water-tight cars
0.112Chamfer-L2
10
ShapeNet Plane (test)
1.34CD
10
ShapeNet (test)
0.598Airplane
10
Anomaly-ShapeNet (test)
71.2P-AUROC
10
ShapeNet (test)
1.503Mean σt Distortion
9
ShapeNet
76.2mIoU
9
ShapeNet-R2N2
4.22CD (Car)
9
ShapeNet Car (test)
0.167Volume
9
ShapenetRender (test)
72.67MLP/TRI Score
9
ShapeNetCar full-resolution
6.773Rel L2 Error (Surface)
9
ShapeNet Table (test)
0.48Chamfer Distance
9
Anomaly-ShapeNet new (test)
0.988Anomaly Score (cabinet0)
9
Anomaly-ShapeNet (test)
74.9AUROC
9
ShapeNet Chairs
0.93SSIM
9
ShapeNet Mean of patterns (val)
83.1mIoU
9
ShapeNet Random scan pattern (val)
81.9mIoU
9
ShapeNet Grid scan pattern (val)
83.8mIoU
9
ShapeNet Parallel scan pattern (val)
84mIoU
9
ShapeNet 260 shapes 15
0sCD (mean)
9