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Benchmarks
Modality Matching on KU (Full)
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74.94
AUC
PRISM
63.0632
66.1466
69.23
72.3134
Jun 8, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
PRISM
Category=Ours
2026.06
74.94
FedIIH
Category=Topo-FGL
2026.06
72.85
FedSPA
Category=Topo-FGL
2026.06
72.15
MH-pFLID
Category=Miss-Modality
2026.06
71.35
FedProto
Category=(MM)-FGL
2026.06
71.15
FedC4
Category=Graph Aug.
2026.06
70.85
FedMAC
Category=Miss-Modality
2026.06
70.34
Fed-MHGAT
Category=MM-GNN
2026.06
69.51
FedDEP
Category=Graph Aug.
2026.06
68.95
Fed-MGNet
Category=MM-GNN
2026.06
68.62
FedSage
Category=Graph Aug.
2026.06
67.42
S2FGL
Category=(MM)-FGL
2026.06
66.87
FedMVP
Category=Miss-Modality
2026.06
66.81
FedLap
Category=(MM)-FGL
2026.06
65.88
FedAvg
Category=FL
2026.06
63.52
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