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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
321
2mo ago
Objaverse-LVIS (test)
Uni3D
Top-1 Accuracy
83.1
95
4mo ago
ScanObjectNN PB_T50_RS
MVNet-L
OA
91
94
1mo ago
ModelNet40
TAMM
Top-1 Accuracy
93.5
89
1mo ago
ScanObjectNN OBJ_ONLY
MVNet-L
Overall Accuracy
94.2
83
1mo ago
ModelNet40 few-shot
RECON++
Accuracy
99.5
70
4mo ago
ModelNet40 1k P
Point2Vec
Accuracy
94.8
61
4mo ago
ModelNet10 (test)
R2-MLP-36
Mean Class Accuracy
99.6
57
4mo ago
ScanObjectNN OBJ-ONLY (test)
HybridNet
Accuracy
94.97
49
4mo ago
ScanObjectNN
ReCon
Accuracy
90.63
35
2mo ago
Objaverse
PointAlign
Accuracy (Instruction-typed)
72.5
34
2mo ago
ModelNet40 (test)
PointLLM-R-7B
Accuracy (I prompt)
62.4
32
2mo ago
ScanObjectNN PB
RECON
Accuracy
89.7
29
3mo ago
ModelNet40 v1.0 (test)
PointMLP
Accuracy
94.5
27
4mo ago
ScanObjectNN OBJ_BG v1
RECON
Overall Accuracy
95.18
27
4mo ago
ScanObjectNN PB_T50_RS v1.0
ReCon
Accuracy
90.63
26
4mo ago
ScanObjectNN PB_T50_RS (FULL Protocol)
ReCon
Accuracy
90.63
25
4mo ago
ScanObjectNN ONLY
P3T
Accuracy
93.5
23
3mo ago
ScanObjectNN OBJ_ONLY FULL Protocol
ReCon
Accuracy
93.63
23
4mo ago
ScanObjectNN OBJ_BG (FULL Protocol)
CSCon
Accuracy
95.35
23
4mo ago
ModelNet-C
ULIP-2 + RC
Accuracy (Add Global)
86.57
22
4mo ago
ModelNet40 1k P v1
PointMLP
Overall Accuracy
94.5
22
4mo ago
ScanObjectNN PB_T50_RS v1
RECON
Highest Overall Acc
0.9063
21
4mo ago
ScanObjectNN 46 (test)
TAMM
Top-1 Acc
58.5
19
4mo ago
ModelNet40 50 (test)
TAMM
Top-1 Accuracy
86.3
19
4mo ago
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