ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet1D (meta-test)
4.024MSE
7
ShapeNet Airplane
3.276MMD
7
ShapeNet core (full shapes)
0.024RMSE (Airplane)
7
ShapeNet Multi (full shapes) core (test)
0.07RMSE
7
ShapeNet Chair (full shapes) core (test)
0.027RMSE
7
ShapeNet Airplane (full shapes) core (test)
0.024RMSE
7
ShapeNet Mean (test)
2.97CD
7
ShapeNet Sofa (test)
3.02CD
7
ShapeNet Table (test)
2.53CD
7
ShapeNet Chair (test)
2.19CD
7
ShapeNet Car (test)
4.84Chamfer Distance (CD)
7
ShapeNet 10-way 10-shot
36.81mIoU
7
ShapeNet
0.002Bad Face Percentage
6
ShapeNet (test)
93.2Test Accuracy
6
ShapeNet
0.27MAE
6
ShapeNet-Sketch
15.26Car Score
6
ShapeNet motorcycle simulated (test)
0.065RMSE
6
ShapeNet motorcycle simulated (test)
28.09PSNR
6
ShapeNet (Loose)
75.7Success Rate
6
ShapeNet (Random)
77.7Success Rate
6
ShapeNet Dense
81.5Success Rate
6
ShapeNet Multi
5.52mMD
6
ShapeNet Airplane
1.89mMD
6
ShapeNet synthetic (novel object categories)
94.8Accuracy @ 15°
6
ShapeNet Chairs
0.093CD
6