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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
308
1mo ago
Objaverse-LVIS (test)
Uni3D
Top-1 Accuracy
83.1
95
1mo ago
ScanObjectNN PB_T50_RS
MVNet-L
OA
91
85
1mo ago
ModelNet40
ReCon
Accuracy
0.941
78
25d ago
ModelNet40 few-shot
RECON++
Accuracy
99.5
70
23d ago
ScanObjectNN OBJ_ONLY
MVNet-L
Overall Accuracy
94.2
69
1mo ago
ModelNet40 1k P
Point2Vec
Accuracy
94.8
61
1mo ago
ModelNet10 (test)
R2-MLP-36
Mean Class Accuracy
99.6
57
1mo ago
ScanObjectNN OBJ-ONLY (test)
HybridNet
Accuracy
94.97
49
1mo ago
Objaverse
PointAlign
Average Accuracy
71
30
1mo ago
ModelNet40 (test)
MiniGPT-3D
Average Accuracy
61.24
28
1mo ago
ModelNet40 v1.0 (test)
PointMLP
Accuracy
94.5
27
1mo ago
ScanObjectNN OBJ_BG v1
RECON
Overall Accuracy
95.18
27
1mo ago
ScanObjectNN PB_T50_RS v1.0
ReCon
Accuracy
90.63
26
1mo ago
ScanObjectNN PB_T50_RS (FULL Protocol)
ReCon
Accuracy
90.63
25
1mo ago
ScanObjectNN OBJ_ONLY FULL Protocol
ReCon
Accuracy
93.63
23
1mo ago
ScanObjectNN OBJ_BG (FULL Protocol)
CSCon
Accuracy
95.35
23
1mo ago
ModelNet-C
ULIP-2 + RC
Accuracy (Add Global)
86.57
22
25d ago
ModelNet40 1k P v1
PointMLP
Overall Accuracy
94.5
22
1mo ago
ScanObjectNN PB_T50_RS v1
RECON
Highest Overall Acc
0.9063
21
1mo ago
ScanObjectNN
ReCon
Accuracy
90.63
20
1mo ago
ScanObjectNN 46 (test)
TAMM
Top-1 Acc
58.5
19
1mo ago
ModelNet40 50 (test)
TAMM
Top-1 Accuracy
86.3
19
1mo ago
Objaverse LVIS 10 (test)
TAMM
Top-1 Acc
50.7
19
1mo ago
ScanObjectNN OBJ_ONLY v1
RECON
Overall Accuracy (Highest)
0.9329
19
1mo ago
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