ResearchBenchmarksPDE Discovery on Fisher-KPP (F1 score)PDE Discovery on Fisher-KPP (F1 score)Follow59.8F1 ScoreWSINDy43.78447.94252.156.258May 12, 2026Evaluation resultsMethodMethodLinksF1 ScoreWSINDyNoise=20%, Seeds=10Noise=20%, Seeds=102026.0559.8WSINDyNoise=10%, Seeds=10Noise=10%, Seeds=102026.0558WSINDyNoise=0%, Seeds=10Noise=0%, Seeds=102026.0554.5WSINDyNoise=5%, Seeds=10Noise=5%, Seeds=102026.0554.1EqODNoise=5%, Seeds=10Noise=5%, Seeds=102026.0550EqODNoise=10%, Seeds=10Noise=10%, Seeds=102026.0549.4EqODNoise=20%, Seeds=10Noise=20%, Seeds=102026.0546.7EqODNoise=0%, Seeds=10Noise=0%, Seeds=102026.0544.4