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Benchmarks
Modality Matching on KU (Miss)
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66.51
AUC
PRISM
41.29
47.8375
54.385
60.9325
Jun 8, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
PRISM
Category=Ours
2026.06
66.51
FedIIH
Category=Topo-FGL
2026.06
61.42
FedC4
Category=Graph Aug.
2026.06
60.25
FedSPA
Category=Topo-FGL
2026.06
59.35
FedProto
Category=(MM)-FGL
2026.06
58.52
FedLap
Category=(MM)-FGL
2026.06
56.51
FedMVP
Category=Miss-Modality
2026.06
56.51
FedDEP
Category=Graph Aug.
2026.06
54.65
Fed-MHGAT
Category=MM-GNN
2026.06
53.26
MH-pFLID
Category=Miss-Modality
2026.06
53.24
Fed-MGNet
Category=MM-GNN
2026.06
52.68
FedSage
Category=Graph Aug.
2026.06
50.15
FedMAC
Category=Miss-Modality
2026.06
47.68
S2FGL
Category=(MM)-FGL
2026.06
46.85
FedAvg
Category=FL
2026.06
42.26
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