SoH estimation on XJTU Batch 4 benchmark leaderboard · SOTA2 Research

SoH estimation on XJTU Batch 4

0.39MAPEQPINN

Evaluation Results

Method	Links
QPINN2026.04		0.39	0.53
PINN2026.04		0.71	1.05
Battery PINN2025.07		1.05	0.71
RGPD2025.07		1.11	1.34
CNN2026.04		1.5	1.89
CNN2025.07		1.89	1.5
MLP2026.04		2	2.34
MLP2025.07		2.35	2
SPIKAN2026.04		3.09	3.52