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Point Cloud Classification on ScanObjectNN OBJ-ONLY

92.75Overall Accuracy

Point-MAE w/ LCM

Updated 4d ago

Evaluation Results

Method	Links
Point-MAE w/ LCM 2024.05		92.75
ACT w/ LCM 2024.05		92.66
PointGPT-B 2024.05		92.5
Point-BERT w/ LCM 2024.05		92.43
Point-M2AE w/ LCM 2024.05		92.41
Point-MAE 2024.05		92.08
MaskPoint w/ LCM 2024.05		91.98
ACT 2024.05		91.91
PointMamba 2024.05		91.91
ACT 2024.05		91.7
MaskPoint 2024.05		91.69
Point-BERT 2024.05		91.6
LCM 2024.05		91.54
Transformer 2024.05		91.39
Point-M2AE 2024.05		91.22
Point-MAE w/ DAPT 2024.05		90.19
ExpPoint-MAE 2023.06		90.02
Point-MAE w/ IDPT 2024.05		90.02
MaskFeat3D 2025.12		90
MaskPoint 2023.06		89.7
ExpPoint-MAE 2023.06		89.67
Inter-MAE 2024.05		89.6
ExpPoint-MAE 2023.06		89.33
MaskDiscr 2025.12		89.3
MaskSurfel 2025.12		89.2
Point-M2AE 2023.06		88.81
Point-M2AE 2024.05		88.81
PointMAE 2025.12		88.3
Point-MAE 2023.06		88.29
Point-MAE 2024.05		88.29
Point-BERT 2023.06		88.12
Point-BERT 2024.05		88.12
MaskPoint 2024.05		88.1
PointBERT 2025.12		88.1
PointMamba 2024.05		87.78
Transformer 2024.05		86.92
PointNet++ 2024.05		84.3
PointViT 2025.12		80.6
PointNet 2024.05		79.2
Point-FEMAE 2023.12		0.9329
Recon 2023.12		0.9329
ACT 2023.12		0.9191
I2P-MAE 2023.12		0.9157
Joint-MAE 2023.12		0.8886
Point-M2AE 2023.12		0.8881
Point-MAE 2023.12		0.8829
Point-BERT 2023.12		0.8812
MaskPoint 2023.12		0.881
DGCNN 2023.12		0.862
PointNet++ 2023.12		0.843
PointNet 2023.12		0.792