ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet Cars raw (test)
0.114Chamfer Distance (CD)
4
ShapeNet non-watertight (novel)
0.078CD
4
ShapeNet non-watertight (base)
0.085Chamfer Distance (CD)
4
Shapenet Cars (test)
3.78FID50k
4
ShapeNet
0.001CD (car)
4
ShapeNet 13 categories (test)
68.74Airplane IoU
4
ShapeNet v1 (test)
87.96mIoU
4
ShapeNet 5 unseen classes
0.034CD
4
ShapeNet
5.02Params (M)
4
ShapeNet (test)
5.13Chamfer Distance
4
ShapeNet synthetic (test)
0MSE (Albedo)
4
ShapeNet-core (val)
0.837mIoU
4
ShapeNet
0.735mIoU
4
ShapeNet Cars (test)
0.705Chamfer Distance
3
ShapeNet 16
96.8Accuracy
3
ShapeNet 16 (test)
93.1mIoU
3
ShapeNet-Car rotated
6.22Median Relative L2 Error (p)
3
ShapeNet Sketch
2.37Inference Time (s)
3
ShapeNet (test)
0.048Chamfer Distance
3
ShapeNet (test)
6.3Relative L2 Error
3
ShapeNet In-Context
66.04F-score@τ
3
ShapeNet In-Context
49.95F-score@τ
3
ShapeNet In-Context
57.98F-score@τ
3
ShapeNet In-Context
24.05EMD
3
ShapeNet In-Context
37.01EMD
3