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SOTA 3D Object Classification benchmarks and papers with code | Wizwand
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3D Object Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ModelNet40 (test)
CARNet
Accuracy
97.7
302
2d ago
Objaverse-LVIS (test)
Uni3D
Top-1 Accuracy
83.1
95
2d ago
ScanObjectNN PB_T50_RS
MVNet-L
OA
91
72
4d ago
ScanObjectNN OBJ_ONLY
MVNet-L
Overall Accuracy
94.2
69
4d ago
ModelNet40
ReCon
Accuracy
0.941
62
2d ago
ModelNet40 1k P
Point2Vec
Accuracy
94.8
61
4d ago
ModelNet40 few-shot
RECON++
Accuracy
99.5
60
4d ago
ModelNet10 (test)
R2-MLP-36
Mean Class Accuracy
99.6
57
4d ago
ScanObjectNN OBJ-ONLY (test)
HybridNet
Accuracy
94.97
49
2d ago
ModelNet40 v1.0 (test)
PointMLP
Accuracy
94.5
27
4d ago
ScanObjectNN OBJ_BG v1
RECON
Overall Accuracy
95.18
27
4d ago
ScanObjectNN PB_T50_RS v1.0
ReCon
Accuracy
90.63
26
4d ago
ScanObjectNN PB_T50_RS (FULL Protocol)
ReCon
Accuracy
90.63
25
4d ago
ScanObjectNN OBJ_ONLY FULL Protocol
ReCon
Accuracy
93.63
23
4d ago
ScanObjectNN OBJ_BG (FULL Protocol)
CSCon
Accuracy
95.35
23
4d ago
ModelNet40 1k P v1
PointMLP
Overall Accuracy
94.5
22
4d ago
ScanObjectNN PB_T50_RS v1
RECON
Highest Overall Acc
0.9063
21
4d ago
ScanObjectNN
ReCon
Accuracy
90.63
20
4d ago
Objaverse
MiniGPT-3D
Average Accuracy
60.25
19
4d ago
ScanObjectNN 46 (test)
TAMM
Top-1 Acc
58.5
19
4d ago
ModelNet40 50 (test)
TAMM
Top-1 Accuracy
86.3
19
4d ago
Objaverse LVIS 10 (test)
TAMM
Top-1 Acc
50.7
19
4d ago
ScanObjectNN OBJ_ONLY v1
RECON
Overall Accuracy (Highest)
0.9329
19
4d ago
ModelNet40 8k P v1
ReCon
Overall Accuracy
94.7
18
4d ago
ModelNet40 (test)
MiniGPT-3D
Average Accuracy
60.86
17
4d ago
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