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ResearchFormerly WizWand

3D Classification on ScanObjectNN OBJ_BG (test)

95.84AccuracyHybridNet
72.398478.484284.5790.6558Oct 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
HybridNetPT=MAP, #P=19.3, #F=4.4, Voting Strategy=w/ vot.2024.1095.84
Mamba3dPT=MAP, #P=16.9, #F=3.9, Voting Strategy=w/ vot.2024.1095.64
Mamba3dPT=Point-MAE, #P=16.9, #F=3.9, Voting Strategy=w/ vot.2024.1095.18
HybridNetPT=None, #P=19.3, #F=4.4, Voting Strategy=w/ vot.2024.1094.5
Mamba3dPT=None, #P=16.9, #F=3.9, Voting Strategy=w/ vot.2024.1094.49
HybridNetPT=MAP, #P=19.3, #F=4.4, Voting Strategy=w/o vot.2024.1093.88
Mamba3dPT=MAP, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.1093.62
Mamba3dPT=Point-MAE, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.1093.12
Mamba3dPT=None, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.1092.94
HybridNetPT=None, #P=19.3, #F=4.4, Voting Strategy=w/o vot.2024.1092.81
MVTNPT=None, #P=11.2, #F=43.72024.1092.6
Mamba3dPT=Point-BERT, #P=16.9, #F=3.9, Voting Strategy=w/o vot.2024.1092.25
TransformerPT=Point-MAE, #P=22.1+1.7, #F=4.82024.1091.22
Point-M2AEPT=Point-M2AE, #P=15.3, #F=3.62024.1091.22
PointMambaPT=Point-MAE, #P=12.3, #F=3.62024.1090.71
DeLAPT=None, #P=5.3, #F=1.52024.1090.4
PointConTPT=None2024.1090.3
TransformerPT=Point-MAE, #P=22.1, #F=4.82024.1090.02
P2P-HorNetPT=Pre-trained, #P=34.62024.1089.3
TransformerPT=MaskPoint, #P=22.1, #F=4.82024.1089.3
SPoTrPT=None, #P=1.7, #F=10.82024.1088.6
PointMambaPT=None, #P=12.3, #F=3.62024.1088.3
TransformerPT=Point-BERT, #P=22.1+1.7, #F=4.82024.1088.12
PCMPT=None, #P=34.2, #F=45.02024.1088.1
PointNeXtPT=None, #P=1.4, #F=3.62024.1087.7
PointCNNPT=None, #P=0.62024.1086.1
PointMLPPT=None, #P=12.6, #F=31.42024.1085.4
TransformerPT=OcCo, #P=22.1, #F=4.82024.1084.85
DGCNNPT=None, #P=1.8, #F=2.42024.1082.8
PointNet++PT=None, #P=1.5, #F=1.72024.1082.3
GBNetPT=None, #P=8.82024.1081
PRA-NetPT=None, #P=2.32024.1081
Simple ViewPT=None2024.1080.5
DRNetPT=None2024.1080.3
TransformerPT=None, #P=22.1, #F=4.82024.1079.86
PointNetPT=None, #P=3.5, #F=0.52024.1073.3