ResearchBenchmarksPDE Identification on PINN-SR clean (official)PDE Identification on PINN-SR clean (official)Follow100F1 ScoreWF-LASSO9597.5100102.5May 12, 2026Evaluation resultsMethodMethodLinksF1 ScoreCross-EntropyWF-LASSOPDE=Burgers, Data Qual...PDE=Burgers, Data Quality=Clean2026.05100—PySINDyPDE=Burgers, Data Qual...PDE=Burgers, Data Quality=Clean2026.05100—EqODPDE=Burgers, Data Qual...PDE=Burgers, Data Quality=Clean2026.0510010WF-LASSOPDE=KS, Data Quality=C...PDE=KS, Data Quality=Clean2026.05100—PySINDyPDE=KS, Data Quality=C...PDE=KS, Data Quality=Clean2026.05100—EqODPDE=KS, Data Quality=C...PDE=KS, Data Quality=Clean2026.0510010