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Benchmarks
Point Cloud Classification on ModelNet-40
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94.1
Overall Accuracy (OA)
PointMLP
82.972
85.861
88.75
91.639
Aug 31, 2023
Sep 14, 2023
Sep 29, 2023
Oct 14, 2023
Oct 28, 2023
Nov 12, 2023
Nov 27, 2023
Overall Accuracy (OA)
Mean Accuracy (mAcc)
Updated 3d ago
Evaluation Results
Method
Method
Links
Overall Accuracy (OA)
Mean Accuracy (mAcc)
PointMLP
FLOPs=31.4G
2023.08
94.1
91.3
PVT
FLOPs=1.9G
2023.08
94.1
-
PointNeXt
FLOPs=6.5G
2023.08
94
91.1
DeLA
FLOPs=1.44G
2023.08
94
92.2
CurveNet
2023.08
93.8
-
UniRepLKNet-S
Type=ConvNet
2023.11
93.2
90.3
PointNet++
FLOPs=1.7G
2023.08
93
90.7
KPConv
Type=ConvNet
2023.11
92.9
-
DGCNN
Type=ConvNet
2023.11
92.9
90.2
PointConv
Type=ConvNet
2023.11
92.5
-
PointNet++
Type=MLP
2023.11
91.9
-
PointNet
Type=MLP
2023.11
89.2
86
OpenShape
Type=Transformer
2023.11
83.4
-
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