SoH estimation on XJTU Batch 1 benchmark leaderboard · SOTA2 Research

SoH estimation on XJTU Batch 1

0.26MAPEQPINN

Evaluation Results

Method	Links
QPINN2026.04		0.26	0.36
RGPD2025.07		0.46	0.55
PINN2026.04		0.7	0.94
Battery PINN2025.07		0.94	0.7
MLP2026.04		2.6	2.77
CNN2026.04		2.7	3.3
MLP2025.07		2.77	2.6
CNN2025.07		3.3	2.7
SPIKAN2026.04		4.22	4.38