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Papers Benchmarks Datasets Tasks

3D Shape Classification research benchmarks · SOTA2 Research

3D Shape Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ModelNet40 (test)

97.6Accuracy

227

Feb 26, 2026

97.37Accuracy

41

Feb 26, 2026

Cube Engraving (test)

100Accuracy

17

Mar 4, 2026

ScanObjectNN PB_T50_RS hardest variant (test)

82.8OA

11

Feb 26, 2026

ModelNet 10 1.0 (test)

97.1Accuracy

8

Feb 26, 2026

95.8Accuracy

7

Feb 26, 2026

SHREC '11 conformally transformed (test)

Algebraic Priors

90.45Accuracy

5

May 19, 2026

ShapeNet-10 (test)

88.7Accuracy

5

Feb 26, 2026

SHREC 30-class (Split 10)

91Accuracy

5

Feb 26, 2026

SHREC 30-class (Split 16)

98.6Accuracy

5

Feb 26, 2026

SHREC Augmented '11 (test)

90.26Accuracy

4

Feb 26, 2026

ScanObjectNN OBJ_ONLY

DGCNN + SageMix

85.7Accuracy (Gaussian noise σ'=0.01)

4

Feb 26, 2026

Pascal3D chair L0 (unseen)

93.18Accuracy

3

Apr 27, 2026

ModelNet-40 1.0 (test)

77.32Accuracy

3

Feb 26, 2026

Popular datasets

SHREC ModelNet ScanObjectNN ShapeNet Cube Engraving

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