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Few-shot Classification on ModelNet40

99.2Mean Accuracy

MPL-MAE

Updated 24d ago

Evaluation Results

Method	Links
MPL-MAE 2026.06		99.2
PCP-MAE 2026.06		99.1
Point-FEMAE 2026.06		98.6
Point-M2AE 2026.06		98.3
Point-MAE 2026.06		97.8
MPL-MAE 2026.06		97.7
PCP-MAE 2026.06		97.4
MaskPoint 2026.06		97.2
Point-FEMAE 2026.06		97.2
Point-M2AE 2026.06		96.8
Point-BERT 2026.06		96.3
Point-MAE 2026.06		96.3
MPL-MAE 2026.06		96.3
PCP-MAE 2026.06		95.9
Point-FEMAE 2026.06		95.8
MaskPoint 2026.06		95
Point-MAE 2026.06		95
Point-M2AE 2026.06		95
Point-BERT 2026.06		94.6
MPL-MAE 2026.06		94.4
Point-FEMAE 2026.06		94
PCP-MAE 2026.06		93.5
MaskPoint 2026.06		93.4
Point-BERT 2026.06		92.7
Point-MAE 2026.06		92.6
OcCo 2026.06		92.5
Point-M2AE 2026.06		92.3
MaskPoint 2026.06		91.4
Point-BERT 2026.06		91
Point-NN 2024.12		90.9
Point-GN 2024.12		90.9
Point-GN 2024.12		90.7
OcCo 2026.06		90.6
Point-NN 2024.12		88.8
OcCo 2026.06		86.5
Point-GN 2024.12		86.4
Point-NN 2024.12		84.9
OcCo 2026.06		82.9
Point-GN 2024.12		81.6
Point-NN 2024.12		79.9
PointCNN 2024.12		68.6
3D-GAN 2024.12		65.8
PointCNN 2024.12		65.4
PointNet 2024.12		57.8
PointNet 2026.06		57.8
3D-GAN 2024.12		55.8
PointNet 2024.12		52
PointNet 2026.06		52
PointCNN 2024.12		50
3D-GAN 2024.12		48.4
PointNet 2024.12		46.6
PointCNN 2024.12		46.6
PointNet 2026.06		46.6
PointNet++ 2024.12		42.4
DGCNN 2024.12		40.8
DGCNN 2026.06		40.8
3D-GAN 2024.12		40.3
PointNet++ 2024.12		38.5
FoldingNet 2024.12		35.8
PointNet 2024.12		35.2
PointNet 2026.06		35.2
FoldingNet 2024.12		33.4
DGCNN 2024.12		31.6
DGCNN 2026.06		31.6
PointNet++ 2024.12		23
DGCNN 2024.12		19.9
DGCNN 2026.06		19.9
PointNet++ 2024.12		18.8
FoldingNet 2024.12		18.6
DGCNN 2024.12		16.9
DGCNN 2026.06		16.9
FoldingNet 2024.12		15.4