ResearchBenchmarksSoH estimation on MITFollow0.5MAPEQPINN0.32721.49362.663.8264Apr 11, 2026Evaluation ResultsMethodMethodLinksMAPERMSEQPINN2026.040.50.67PINN2026.040.650.74CNN2026.040.650.75MLP2026.040.790.87SPIKAN2026.044.825.36