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Benchmarks
Semi-supervised Classification on Caltech101 7
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97.5
Accuracy
MGCN-FLC
75.452
81.176
86.9
92.624
Mar 20, 2026
Accuracy
F1-score
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
F1-score
MGCN-FLC
Labeled samples ratio=10%
2026.03
97.5
91.3
GBCM-GCN
Labeled samples ratio=10%
2026.03
94.2
87.3
MVRL-DP
Labeled samples ratio=10%
2026.03
93.1
93
HGCN-MVSC
Labeled samples ratio=10%
2026.03
92.5
91.2
JFGCN
Labeled samples ratio=10%
2026.03
92.2
86.3
LGCN-FF
Labeled samples ratio=10%
2026.03
86.5
85.5
DSRL
Labeled samples ratio=10%
2026.03
85.3
84.6
Co-GCN
Labeled samples ratio=10%
2026.03
83.1
80.2
MVAR
Labeled samples ratio=10%
2026.03
79.1
78.5
MLAN
Labeled samples ratio=10%
2026.03
76.3
75.6
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