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Benchmarks
SoH estimation on XJTU Batch 2
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0.49
MAPE
QPINN
0.2584
1.8217
3.385
4.9483
Apr 11, 2026
MAPE
RMSE
Updated 5d ago
Evaluation Results
Method
Method
Links
MAPE
RMSE
QPINN
Batch=2
2026.04
0.49
0.0062
PINN
Batch=2
2026.04
1.13
0.0122
MLP
Batch=2
2026.04
2.75
0.0304
CNN
Batch=2
2026.04
2.98
0.0352
SPIKAN
Batch=2
2026.04
6.28
0.0655
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