ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet55
11.534CD L1 (Small)
14
ShapeNet34 57 (test)
11.571CD-S (CD-L1)
14
ShapeNet 1D
3.92Angular Error
14
ShapeNet
0Chamfer Distance (CD)
14
ShapeNet synthetic (test)
86.8Instance mIoU
14
ShapeNet All (test)
1.21Chamfer Distance (x10^-3)
14
ShapeNet (test)
4.59MR (%)
13
ShapeNet-ViPC Novel categories (test)
76F-Score@0.001 (Avg)
13
ShapeNet Car PointFlow (test)
89.771-NNA-CD
13
ShapeNet Airplane PointFlow (test)
97.531-NNA (CD)
13
ShapeNet
2.723Average CD
13
ShapeNet (test)
9.25Forward Pass Time (ms)
13
ShapeNet
0Squared Chamfer Distance (Mean)
13
ShapeNet Rotated Continuous
15.6Relative L2 Error (Pressure)
12
ShapeNet Rotated Discrete O group (test)
0.177Relative L2 Error
12
ShapeNet In-Distribution (Canonical)
0.119Relative L2 Error (Pressure)
12
ShapeNet Car (original)
4.81Median Relative L2 Error (p)
12
ShapeNet target domain (Evaluation)
6.25Chamfer Distance (CD)
12
ShapeNet target domain (evaluation)
7.64Chamfer Distance (CD)
12
ShapeNet multi-class (test)
0.209CD2
12
ShapeNet unprocessed cars
0Chamfer Distance L2
12
ShapeNet 13 categories (test)
0.133CC (Category-Level Consistency)
12
ShapeNet v1 (unseen categories)
0.009Mean EMD (Bus)
12
ShapeNet v1 (test)
0.976CD (Chair)
12
ShapeNet (test)
9.34Chamfer Distance (CD)
12