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3D Object Classification on ModelNet40 1k P

94.8Accuracy

Point2Vec

Updated 4d ago

Evaluation Results

Method	Links
Point2Vec 2024.09		94.8
PointMLP 2025.12		94.5
Point-FEMAE 2025.12		94.5
PointLAMA 2025.12		94.5
ReCon 2025.12		94.5
IAE (DGCNN) 2025.12		94.2
IAE (M2AE) 2025.12		94.2
CSCon 2025.12		94.1
I2P-MAE 2025.12		94.1
PointMLP 2025.12		94.1
IAE (M2AE) 2025.12		94.1
PointNeXt 2024.09		94
Point-M2AE 2024.09		94
3D-JEPA 2024.09		94
P2P-HorNet 2025.12		94
Point-M2AE 2025.12		94
PointGPT 2025.12		94
Point-PQAE 2025.12		94
Joint-MAE 2025.12		94
Point-M2AE 2025.12		94
ViPFormer 2024.09		93.9
SimpleView 2025.12		93.9
Point-MAE 2024.09		93.8
3D-JEPA 2024.09		93.8
MVTN 2025.12		93.8
MaskPoint 2025.12		93.8
Point-MAE 2025.12		93.8
GBNet 2025.12		93.8
Point-MAE 2025.12		93.8
ACT 2024.09		93.7
ACT 2025.12		93.7
Point-CMAE 2025.12		93.6
3D-OAE 2024.09		93.4
Point-BERT 2024.09		93.2
Point-BERT 2025.12		93.2
PointNeXt 2025.12		93.2
Point-BERT 2025.12		93.2
IAE (M2AE) 2025.12		93.2
STRL 2025.12		93.1
IAE (M2AE) 2025.12		93.1
OcCo 2025.12		93
DGCNN 2024.09		92.9
DGCNN 2025.12		92.9
KPConv 2025.12		92.9
DGCNN 2025.12		92.9
Point-M2AE 2025.12		92.9
JigSaw 2025.12		92.6
PointCNN 2025.12		92.2
IAE (DGCNN) 2025.12		92.1
Transformer 2024.09		91.4
Transformer 2025.12		91.4
CrossPoint 2025.12		91.2
STRL 2025.12		90.9
PointNet++ 2024.09		90.7
PointNet++ 2025.12		90.7
PointNet++ 2025.12		90.7
OcCo 2025.12		89.7
PointNet 2024.09		89.2
PointNet 2025.12		89.2
PointNet 2025.12		89.2
JigSaw 2025.12		84.1