ResearchBenchmarksPDE Approximation on Generalized Black–Scholes PDE (test)Follow0MSEFLM-0.0026120.0150190.032650.050281Sep 10, 2025Evaluation ResultsMethodMethodLinksMSEMAEMax ErrorFLM2025.0900.00040.0045SIREN–2variant=2variant=22025.0900.00070.0029V Tanactivation=Tanh, type=...activation=Tanh, type=Vanilla NN2025.0900.0020.0055SIREN–1variant=1variant=12025.0900.00480.0344V LReluactivation=Leaky ReLU,...activation=Leaky ReLU, type=Vanilla NN2025.090.06530.1750.985