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SOTA 3D Classification benchmarks and papers with code | Wizwand
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3D Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ScanObjectNN PB-T50-RS official
HybridNet
Accuracy
93.87
42
4d ago
ScanObjectNN OBJ_BG (test)
HybridNet
Accuracy
95.84
36
4d ago
ScanObjectNN OBJ-BG
MVNet-L
Top-1 Acc
95.2
31
4d ago
Objaverse LVIS
TAMM
Top-1 Acc
59.5
19
4d ago
ScanObjectNN OBJ-ONLY official
Point-RAE
Accuracy
93.63
13
4d ago
ScanObjectNN OBJ-BG official
Point-RAE
Accuracy
95.53
13
4d ago
3D Classification multi-view (test)
SplitNets CS
Top-1 Accuracy
93.8
13
4d ago
ModelNet40 Hard
PointMLP + JM3D
Top-1 Acc
55
12
4d ago
ModelNet40 Medium
PointMLP + JM3D
Top-1 Acc
55.5
12
4d ago
OmniObject3D SO(3) rotated (test)
RI-Mamba
Accuracy
34.5
10
4d ago
OmniObject3D canonical (test)
RI-Mamba
Accuracy
34.4
10
4d ago
ScanObjectNN (All)
PointBERT + JM3D
Top-1 Acc
48.9
9
4d ago
ModelNet40 (All)
PointMLP + JM3D
Top-1 Accuracy
65.8
9
4d ago
ScanObjectNN S-OBJ_ONLY
PointCLIP V2
Accuracy
50.09
6
3d ago
ModelNet with Mix3D
4DContrast + MinkowskiNet
Accuracy
91.8
4
4d ago
ScanObjectNN S-PB_T50_RS
PointCLIP V2
Accuracy
35.36
3
4d ago
ScanObjectNN S-OBJ_BG
PointCLIP V2
Accuracy
41.22
3
4d ago
Hypersim (test)
TAMM
Overall Average Score
62.6
2
4d ago
Sim2Struct-100
cryoSPARC 3D class
Mean AUC-FSC
0.071
1
4d ago
Sim2Struct-10
cryoSPARC 3D class
AUC-FSC Mean
20.4
1
4d ago
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