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Benchmarks
Shape Classification on ScanObjectNN OBJ-ONLY
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89.98
Accuracy
PointGLA
73.1528
77.5214
81.89
86.2586
Dec 4, 2024
Mar 6, 2025
Jun 6, 2025
Sep 6, 2025
Dec 7, 2025
Mar 9, 2026
Jun 9, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
PointGLA
Backbone=GLA, Inferenc...
2026.06
89.98
TAP
reproduced=true
2026.06
89.5
PointER-MM
baseline=TAP
2026.06
89.44
PointER
baseline=Point-MAE
2026.06
88.49
PointER
Backbone=RWKV, Inferen...
2026.06
88.49
Point-MAE
reproduced=true
2026.06
88.29
Point-MAE (Rep.)
Backbone=Transformer,...
2026.06
88.29
PointER (Sup.)
Backbone=RWKV, Inferen...
2026.06
86.41
DGCNN
Param.=1.8 M
2024.12
86.2
Point-GN
Param.=0.0 M
2024.12
86
PointCNN
2024.12
85.5
PointGLA (Sup.)
Backbone=GLA, Inferenc...
2026.06
85.37
PointNet++
Param.=1.5 M
2024.12
84.3
PointNet
Param.=3.5 M
2024.12
79.2
Point-NN
Param.=0.0 M
2024.12
74.9
3DmFV
2024.12
73.8
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