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Interaction Type Prediction on SHS148k Random

93.66Micro-F1Saprot
75.397680.138884.8889.6212May 11, 2026

Evaluation results

MethodLinks
SaprotL3-PPI Integration=true2026.0593.66
HIGH-PPIL3-PPI Integration=true2026.0593.45
MAPE-PPIL3-PPI Integration=true2026.0593.41
MAPE-PPIL3-PPI Integration=false2026.0592.38
GNN-PPIL3-PPI Integration=true2026.0592.23
ESM2-650ML3-PPI Integration=true2026.0591.9
SemiGNN-PPIL3-PPI Integration=true2026.0591.69
SemiGNN-PPIL3-PPI Integration=false2026.0591.4
HIGH-PPIL3-PPI Integration=false2026.0591.26
GNN-PPIL3-PPI Integration=false2026.0590.87
ProstT5L3-PPI Integration=true2026.0590.31
GearNetL3-PPI Integration=true2026.0589.46
DNN-PPIL3-PPI Integration=true2026.0589.03
PIPRL3-PPI Integration=true2026.0588.98
PIPRL3-PPI Integration=false2026.0588.81
DNN-PPIL3-PPI Integration=false2026.0585.44
S2FL3-PPI Integration=true2026.0584.35
S2FL3-PPI Integration=false2026.0580.67
DPPIL3-PPI Integration=true2026.0579.37
DPPIL3-PPI Integration=false2026.0576.1