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Papers Benchmarks Datasets Tasks

3D point cloud generation research benchmarks · SOTA2 Research

3D point cloud generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ShapeNet Car (test)

97.871-NNA (CD)

57

Feb 26, 2026

ShapeNet Chair category (test)

1.92MMD (CD)

56

Feb 26, 2026

ShapeNet Airplane category (test)

98.41-NNA (CD, %)

55

Feb 26, 2026

ShapeNet-vol 13 classes (test)

2.247MMD (CD)

10

Feb 26, 2026

ShapeNet chair category (PointFlow)

83.691-NNA (CD)

10

Feb 26, 2026

65.221-NNA (p-CD)

4

Feb 26, 2026

ShapeNet Lamp (test)

61.711-NNA (p-CD)

2

Feb 26, 2026

ShapeNet Table (test)

63.561-NNA (p-CD)

1

Feb 26, 2026

ShapeNet Guitar (test)

62.591-NNA (p-CD)

1

Feb 26, 2026

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