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SOTA Hypergraph Node Classification benchmarks and papers with code | Wizwand
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Hypergraph Node Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
NTU 2012 (test)
HND-L
Accuracy
93.32
27
1mo ago
ModelNet40 (test)
HND-NL
Accuracy
98.49
27
1mo ago
House 50/25/25 (test)
HGPM
Test Accuracy
79.2
16
15d ago
Pubmed 50/25/25 (test)
HGPM
Test Accuracy
89.7
16
15d ago
Citeseer 50/25/25 (test)
HGPM
Test Accuracy
77.1
16
15d ago
DBLP CA
ED-HNN
Accuracy
91.9
16
22d ago
DBLP-CA 50/25/25 (test)
HGPM
Test Accuracy
92.2
15
15d ago
House (test)
HND-NL
Accuracy
74.63
15
1mo ago
Walmart 50/25/25 (test)
HGPM
Test Accuracy
71.2
14
15d ago
Senate 50/25/25 (test)
HGPM
Test Accuracy
77.2
14
15d ago
Cora-CA 50/25/25 (test)
PhenomNN
Test Accuracy
85.8
14
15d ago
Senate (test)
HNSD
Accuracy
78.45
14
1mo ago
Congress 50/25/25 (test)
ED-HNN
Test Accuracy
95
13
15d ago
House 1.0 (test)
HyperGCL (A6: proposed generative augmentation)
Accuracy
62.41
12
3mo ago
House 0.6 (test)
HyperGCL (A6: proposed generative augmentation)
Accuracy
73.14
12
3mo ago
Citeseer (test)
HyperGCL (A6: proposed generative augmentation)
Accuracy
66.6
12
3mo ago
Cora (test)
HyperGCL (A6: proposed generative augmentation)
Accuracy
72.15
12
3mo ago
Congress
ED-HNN
Accuracy
95
11
3mo ago
House
SheafHyperGNN
Accuracy
73.84
11
3mo ago
Senate
SheafHyperGNN
Accuracy
68.73
11
3mo ago
Cora CA
SheafHyperGNN
Accuracy
85.52
11
3mo ago
Pubmed
ED-HNN
Accuracy
89.03
11
3mo ago
Citeseer
SheafHyperGNN
Accuracy
74.71
11
3mo ago
Cora
SheafHyperGNN
Accuracy
81.3
11
3mo ago
20Newsgroup (test)
HND-NL
Accuracy
82.72
10
1mo ago
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