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Benchmarks
Node Classification on Toys (Miss)
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70.28
Accuracy
PRISM
50.936
55.958
60.98
66.002
Jun 8, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
PRISM
Category=Ours
2026.06
70.28
FedIIH
Category=Topo-FGL
2026.06
68.95
FedC4
Category=Graph Aug.
2026.06
68.45
FedSPA
Category=Topo-FGL
2026.06
67.92
FedMVP
Category=Miss-Modality
2026.06
67.65
FedProto
Category=(MM)-FGL
2026.06
65.24
FedDEP
Category=Graph Aug.
2026.06
61.25
Fed-MHGAT
Category=MM-GNN
2026.06
59.15
Fed-MGNet
Category=MM-GNN
2026.06
58.25
FedSage
Category=Graph Aug.
2026.06
57.85
S2FGL
Category=(MM)-FGL
2026.06
56.28
FedMAC
Category=Miss-Modality
2026.06
55.98
MH-pFLID
Category=Miss-Modality
2026.06
54.85
FedLap
Category=(MM)-FGL
2026.06
54.55
FedAvg
Category=FL
2026.06
51.68
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