ResearchBenchmarksSoH estimation on TJU Batch 3Follow0.43MAPEQPINN0.38720.67610.9651.2539Apr 11, 2026Evaluation ResultsMethodMethodLinksMAPERMSEQPINNBatch=3Batch=32026.040.430.0044SPIKANBatch=3Batch=32026.040.780.0067PINNBatch=3Batch=32026.040.80.0079CNNBatch=3Batch=32026.041.240.0125MLPBatch=3Batch=32026.041.50.0144