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Benchmarks
Modality Matching on Bili Food (Miss)
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63.14
AUC
PRISM
34.1344
41.6647
49.195
56.7253
Jun 8, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
PRISM
Category=Ours
2026.06
63.14
FedIIH
Category=Topo-FGL
2026.06
58.25
FedC4
Category=Graph Aug.
2026.06
56.85
FedSPA
Category=Topo-FGL
2026.06
55.42
FedLap
Category=(MM)-FGL
2026.06
54.17
FedProto
Category=(MM)-FGL
2026.06
53.54
MH-pFLID
Category=Miss-Modality
2026.06
50.17
FedDEP
Category=Graph Aug.
2026.06
49.85
Fed-MHGAT
Category=MM-GNN
2026.06
48.57
Fed-MGNet
Category=MM-GNN
2026.06
46.85
FedSage
Category=Graph Aug.
2026.06
45.32
FedMAC
Category=Miss-Modality
2026.06
44.68
S2FGL
Category=(MM)-FGL
2026.06
44.67
FedMVP
Category=Miss-Modality
2026.06
44.58
FedAvg
Category=FL
2026.06
35.25
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