ShapeNetCore
Benchmarks
TaskDatasetSOTA resultTrendResults
ShapeNetCore V2 (test)
93.4DAS
56
ShapeNetCore Point Cloud Discretizations (test)
0.01Time (seconds)
20
ShapeNetCore
76.33Accuracy
15
ShapeNetCore V2 (test)
94.82Base Score
14
ShapeNetCore (test)
68.8mIoU
11
ShapeNetCore (Unseen categories)
0.386mIoU
8
ShapeNetCore V2 (test)
93.03Base Accuracy
6
ShapeNetCore13 v1 (test)
0.85Chamfer Distance (CD)
5
ShapeNetCore Sofas 120 models (test)
0.26Chamfer Distance (dC)
4
ShapeNetCore Chairs 120 models (test)
0.21Chamfer Distance (dC)
4
ShapeNetCore Planes 120 models (test)
0.14Chamfer Distance (dC)
4
ShapeNetCore table V2 (test)
0.47FPD
4
ShapeNetCore chair V2 (test)
0.52FPD
4
ShapeNetCore airplane V2 (test)
0.44FPD
4
ShapeNetCore perturbed SHREC'16 (test)
0.678Micro Precision@N
4
ShapeNetCore sofa V2 (test)
0.63FPD
3
ShapeNetCore car V2 (test)
0.46FPD
3
ShapeNetCore 12 categories v2 (test)
0.007MSE
3
ShapeNetCore normal SHREC'16 (test)
0.77Micro Precision@N
3
ShapeNetCore55 SHREC2017 (test)
82.97Accuracy
2
ShapeNetCore base-to-new V2
—Base Accuracy
0
ShapeNetCore V2
—Base Accuracy
0