ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet Cross-Category 1D
6.23Angular Error (°)
20
ShapeNet Intra-Category 1D
5.81Angular Error (deg)
20
ShapeNet Cars (test)
84.3IoU
20
ShapeNet 32^3 resolution (test)
4.83Parameters (M)
20
ShapeNet
68.4pla
20
ShapeNet-ViPC Novel categories
2.306MCD (Avg)
19
ShapeNet In-Context 1.0 (test)
83.9mIoU
18
ShapeNet Chair
72.141-NN Accuracy (CD)
18
ShapeNet v2
91.56Accuracy
18
ShapeNet-55
0.81CD-L2 (Average)
18
ShapeNet 1 (test)
1.77Chamfer Distance
18
ShapeNet-C
82.04Accuracy (Uniform Noise)
17
ShapeNet
0.891mIoU
17
ShapeNet
85.8mIoU (Car)
17
ShapeNet 300 points (test)
0.022CDL1 (Plane)
16
ShapeNet Chair (test)
94.51-NNA (CD)
16
ShapeNet (test)
28.88PSNR
16
ShapeNet
78.2Accuracy
15
ShapeNetCore
75.41Accuracy
15
ShapeNet Car (test)
1.16Volume Error
15
ShapeNet (test)
5.1L1 Distance Error
15
ShapeNet (test)
2.2L1 Error
15
ShapeNet (test)
2.4L1 Distance
15
ShapeNet (test)
99.3PointNet Instance Accuracy
15
ShapeNet-Part (test)
87.2mIoU
15