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Benchmarks
SoH estimation on XJTU Batch 3
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0.61
MAPE
QPINN
0.4504
1.5277
2.605
3.6823
Apr 11, 2026
MAPE
RMSE
Updated 5d ago
Evaluation Results
Method
Method
Links
MAPE
RMSE
QPINN
Batch=3
2026.04
0.61
0.0077
PINN
Batch=3
2026.04
0.86
0.01
CNN
Batch=3
2026.04
1.77
0.0212
MLP
Batch=3
2026.04
2.11
0.0237
SPIKAN
Batch=3
2026.04
4.6
0.0383
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