ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet 10th NBV
84Coverage
3
ShapeNet
54.55COV (CD)
3
ShapeNet (test)
27.3PSNR (Car)
3
ShapeNet
70Coverage (car)
3
ShapeNet (test)
0.056UHD
3
ShapeNet (train)
0.44CD (car)
3
ShapeNet chairs
85.8IoU
3
ShapeNet cars
72.7mIoU
3
ShapeNet table category
4.4Chamfer Distance (CD)
3
ShapeNet cross-view
58Accuracy
3
ShapeNet (cross-object)
18Accuracy
3
ShapeNet Known Categories
10.003Airplane
3
ShapeNetPose
21.4Success Rate (10°10cm)
3
ShapeNet Best subset (test)
0.135Chamfer Distance
3
ShapeNet (test)
9.34Airplane Metric
3
ShapeNet all 32^3 resolution (test)
58.7Plane IoU
3
ShapeNet
0.01MSE
3
ShapeNet (test)
0.004Span Loss
2
ShapeNet Car
0.092Velocity L2 Error
2
ShapeNet
31.89Blurred PSNR
2
ShapeNet 25 selected shapes
0.6793D IoU
2
ShapeNetCore v2
41.03LSA
2
ShapeNet Tables, Lamps, and Chairs classes 12
90IoU
2
ShapeNet 5
84.69Preference vs AtlasNet
2
ShapeNet (test)
40.83FID
2