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Benchmarks
Battery Prognostics on Battery Prognostics CS1 (default split)
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0.0377
MAE (Voltage)
HRPINN-Large
0.033376
0.062563
0.09175
0.120937
Nov 28, 2025
MAE (Voltage)
DTW (Voltage)
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE (Voltage)
DTW (Voltage)
HRPINN-Large
Training Time (s)=1371...
2025.11
0.0377
56.23
HRPINN-Small
Training Time (s)=1021...
2025.11
0.1001
353.98
PINN
Mode=Baseline, Trainin...
2025.11
0.1127
458.27
NODE
Mode=Baseline, Trainin...
2025.11
0.1458
1,042.24
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