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Interaction Type Prediction on SHS148k (DFS)

82.8Micro-F1HIGH-PPI
50.175258.645167.11575.5849May 11, 2026

Evaluation results

MethodLinks
HIGH-PPIL3-PPI Integration=true2026.0582.8
GearNetL3-PPI Integration=true2026.0581.29
SaprotL3-PPI Integration=true2026.0580.09
MAPE-PPIL3-PPI Integration=true2026.0579.99
GNN-PPIL3-PPI Integration=true2026.0579.58
SemiGNN-PPIL3-PPI Integration=true2026.0579.48
MAPE-PPIL3-PPI Integration=false2026.0579.45
HIGH-PPIL3-PPI Integration=false2026.0578.18
ProstT5L3-PPI Integration=true2026.0577.83
SemiGNN-PPIL3-PPI Integration=false2026.0577.62
GNN-PPIL3-PPI Integration=false2026.0575.34
ESM2-650ML3-PPI Integration=true2026.0574.67
PIPRL3-PPI Integration=true2026.0564.52
DNN-PPIL3-PPI Integration=true2026.0562.32
PIPRL3-PPI Integration=false2026.0561.38
S2FL3-PPI Integration=true2026.0557.03
DNN-PPIL3-PPI Integration=false2026.0556.7
S2FL3-PPI Integration=false2026.0556.06
DPPIL3-PPI Integration=true2026.0554.65
DPPIL3-PPI Integration=false2026.0551.43