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Benchmarks
Semi-supervised Classification on NUS-WIDE (ACC, F1-score)
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99
Accuracy
MGCN-FLC
24.64
43.945
63.25
82.555
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
99
99
GBCM-GCN
Labeled samples ratio=10%
2026.03
96.5
96.5
MVRL-DP
Labeled samples ratio=10%
2026.03
54.3
52.1
HGCN-MVSC
Labeled samples ratio=10%
2026.03
49.2
46.3
JFGCN
Labeled samples ratio=10%
2026.03
48.4
45.5
DSRL
Labeled samples ratio=10%
2026.03
43.6
43.2
MLAN
Labeled samples ratio=10%
2026.03
34.1
33.2
LGCN-FF
Labeled samples ratio=10%
2026.03
32.4
28.6
MVAR
Labeled samples ratio=10%
2026.03
29.3
28.5
Co-GCN
Labeled samples ratio=10%
2026.03
27.5
28.1
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