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ResearchFormerly WizWand

SOC prediction on FTP-75

0.2327MAELSTM
0.0359841.3638172.691654.019483May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LSTMTemperature=45°C2026.050.23270.32691.9538
C2L-NetTemperature=45°C2026.050.27230.3782.0656
TTSNetTemperature=45°C2026.050.34480.46962.7997
Transformer encoderTemperature=45°C2026.050.35230.4422.5327
TCNTemperature=45°C2026.050.38880.52323.5769
C2L-NetTemperature=25°C2026.050.40550.58963.3789
GRUTemperature=15°C2026.050.46980.64614.1299
GRUTemperature=35°C2026.050.47720.65924.1564
TTSNetTemperature=25°C2026.050.48060.71074.4645
Transformer encoderTemperature=35°C2026.050.53040.68243.4088
LSTMTemperature=35°C2026.050.53720.73133.5796
C2L-NetTemperature=35°C2026.050.54960.74625.2353
C2L-NetTemperature=15°C2026.050.54960.74625.2353
Transformer encoderTemperature=25°C2026.050.55210.71864.6819
TTSNetTemperature=15°C2026.050.56630.84025.7459
GRUTemperature=25°C2026.050.58330.74325.4428
TCNTemperature=35°C2026.050.5950.75423.8662
LSTMTemperature=25°C2026.050.60190.81215.3082
Transformer encoderTemperature=15°C2026.050.60880.79894.9604
TTSNetTemperature=35°C2026.050.61280.78253.529
LSTMTemperature=15°C2026.050.65240.894.1034
TCN-ShortTemperature=45°C2026.050.6710.9255.49
GRUTemperature=45°C2026.050.73280.95125.6871
Transformer encoderTemperature=5°C2026.050.80721.1135.7629
TCN-ShortTemperature=35°C2026.050.8311.1923.264
TCN-ShortTemperature=25°C2026.050.9741.3854.062
C2L-NetTemperature=5°C2026.050.97441.22387.1213
GRUTemperature=5°C2026.051.01191.38416.4654
TCN-ShortTemperature=15°C2026.051.0691.59212.886
TTSNetTemperature=5°C2026.051.15081.44568.2374
TCN-ShortTemperature=5°C2026.051.1631.73213.925
TCNTemperature=25°C2026.051.31451.809610.1419
LSTMTemperature=5°C2026.051.36061.7227.5379
TCNTemperature=15°C2026.052.05352.652613.073
TCNTemperature=5°C2026.055.15066.95319.2782