ShapeNetPart
Benchmarks
TaskDatasetSOTA resultTrendResults
ShapeNetPart (test)
87.5mIoU (Inst.)
358
ShapeNetPart Chair (test)
51.61-NNA (Chamfer Distance)
13
ShapeNetPart Car (test)
72.31-NNA (CD)
13
ShapeNetPart Airplane (test)
63.31-NNA (CD)
13
ShapeNetPart (test)
99.75Airplane AUC
9
ShapeNetPart (train test)
85.5mIoU
9
ShapeNetPart 6 (test)
84.9mIoU (Class)
7
ShapeNetPart 66 (test)
84.4mIoU (Category)
7
ShapeNetPart full labels
86.3mIoU (Instance)
6
ShapeNetPart 51 (test)
56.9mIoU
6
ShapeNetPart (1% labels)
80Instance mIoU
5
ShapeNetPart 5-shot
99.77AUC-ROC (Airplane)
4
ShapeNetPart 3-shot
99.72Airplane AUC
4
ShapeNetPart 1-shot
99.56Airplane AUC-ROC
4
ShapeNetPart 52 (test)
84.7mIoU (Cls)
4
ShapeNetPart v2 (val)
—Primary metric
0