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Interaction Type Prediction on SHS27k (Random)

88.91Micro-F1MAPE-PPI
69.711674.695879.6884.6642May 11, 2026

Evaluation results

MethodLinks
MAPE-PPIL3-PPI Integration=false2026.0588.91
ProstT5L3-PPI Integration=true2026.0588.37
MAPE-PPIL3-PPI Integration=true2026.0587.93
GNN-PPIL3-PPI Integration=true2026.0587.42
GearNetL3-PPI Integration=true2026.0587.18
HIGH-PPIL3-PPI Integration=true2026.0586.47
HIGH-PPIL3-PPI Integration=false2026.0586.23
SemiGNN-PPIL3-PPI Integration=false2026.0585.57
ESM2-650ML3-PPI Integration=true2026.0585.16
GNN-PPIL3-PPI Integration=false2026.0583.65
PIPRL3-PPI Integration=true2026.0583.22
SemiGNN-PPIL3-PPI Integration=true2026.0583.21
SaprotL3-PPI Integration=true2026.0583.21
PIPRL3-PPI Integration=false2026.0579.59
DNN-PPIL3-PPI Integration=true2026.0579.39
DPPIL3-PPI Integration=true2026.0575.62
S2FL3-PPI Integration=true2026.0575.6
DNN-PPIL3-PPI Integration=false2026.0575.18
S2FL3-PPI Integration=false2026.0573.71
DPPIL3-PPI Integration=false2026.0570.45