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Benchmarks
Semi-supervised classification on MNIST
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98
Accuracy
GBCM-GCN
84.376
87.913
91.45
94.987
Mar 20, 2026
Accuracy
F1 Score
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
GBCM-GCN
Labeled samples ratio=10%
2026.03
98
98.1
MGCN-FLC
Labeled samples ratio=10%
2026.03
96.4
95.8
MVRL-DP
Labeled samples ratio=10%
2026.03
94.1
94.1
HGCN-MVSC
Labeled samples ratio=10%
2026.03
92.5
92.2
JFGCN
Labeled samples ratio=10%
2026.03
91.5
90.5
Co-GCN
Labeled samples ratio=10%
2026.03
90.2
90.1
DSRL
Labeled samples ratio=10%
2026.03
88.9
87.1
LGCN-FF
Labeled samples ratio=10%
2026.03
88.8
86.4
MLAN
Labeled samples ratio=10%
2026.03
87.7
86.1
MVAR
Labeled samples ratio=10%
2026.03
84.9
81.7
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