ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet
8.35Airplane Score
8
ShapeNet_R2N2 13 categories (test)
0.642Reconstruction Score (1 view)
8
ShapeNet Core v2 (val)
0.85CD
8
ShapeNet
72IoU
7
ShapeNet Car v2 (test)
48.241-NNA (CD)
7
ShapeNet Airplane v2 (test)
61.921-NNA (CD)
7
ShapeNet Chair v2 (test)
60.051-NNA (CD)
7
ShapeNet 3D-EPN
0.036Average Error
7
ShapeNetCar-Occ
0.81CD-S
7
ShapeNet Car-Occ (test)
0.82Chamfer Distance L2
7
ShapeNet Deform (test)
0.63CD-S
7
ShapeNet
0.088Chamfer Distance (CD)
7
ShapeNet (SNet) (test)
98.3Accuracy
7
ShapeNet (test)
12.63Component Count
7
ShapeNet
14.54FID
7
ShapeNet-C (test)
30.7Rotation Mean Error (°)
7
ShapeNet Core55
82.9mAP
7
ShapeNetCars (test)
0.07Average Runtime (min)
7
ShapeNet 55 (test)
97.96mIoU
7
ShapeNet
0.009RMSE (mean)
7
ShapeNet Car
35.32PSNR
7
ShapeNet unseen categories (test)
87.1Acc@30
7
ShapeNet Airplanes
2.81CD
7
ShapeNet car (test)
8.31FID
7
ShapeNet (test)
0.66P(Tr)
7