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ResearchFormerly WizWand

SOC prediction on Average (FTP-75 and PDMHC)

0.4118MAEC2L-Net
0.248941.3482452.447553.546855May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
C2L-NetTemperature=45°C2026.050.41180.5322.4923
LSTMTemperature=45°C2026.050.41910.55853.8197
TTSNetTemperature=45°C2026.050.49140.64713.7832
Transformer encoderTemperature=45°C2026.050.53150.66033.3605
LSTMTemperature=35°C2026.050.66660.88924.255
C2L-NetTemperature=25°C2026.050.67080.95766.3822
GRUTemperature=35°C2026.050.67420.9134.633
Transformer encoderTemperature=35°C2026.050.7040.89183.9529
TTSNetTemperature=35°C2026.050.7231.00384.5643
C2L-NetTemperature=35°C2026.050.75291.03636.3149
C2L-NetTemperature=15°C2026.050.75291.03636.3149
TTSNetTemperature=25°C2026.050.80681.14266.3725
Transformer encoderTemperature=15°C2026.050.85041.11765.9939
TCN-ShortTemperature=45°C2026.050.85851.1215.6735
GRUTemperature=15°C2026.050.86331.26796.561
LSTMTemperature=25°C2026.050.89121.16625.9408
Transformer encoderTemperature=25°C2026.050.89491.16645.0289
TTSNetTemperature=15°C2026.050.91021.22036.1256
GRUTemperature=25°C2026.050.91521.27417.3705
LSTMTemperature=15°C2026.050.93781.29275.9419
TCNTemperature=45°C2026.051.02041.53398.7789
C2L-NetTemperature=5°C2026.051.03861.32997.3633
GRUTemperature=45°C2026.051.04481.3436.0741
Transformer encoderTemperature=5°C2026.051.13241.44836.4271
TCN-ShortTemperature=35°C2026.051.151.52623.187
TCN-ShortTemperature=25°C2026.051.37951.849554.0745
TTSNetTemperature=5°C2026.051.41031.7438.2212
TCN-ShortTemperature=15°C2026.051.4241.96710.2975
GRUTemperature=5°C2026.051.49181.88527.0564
LSTMTemperature=5°C2026.051.51021.91927.5015
TCNTemperature=35°C2026.051.54072.01457.5355
TCN-ShortTemperature=5°C2026.051.7032.29711.2945
TCNTemperature=25°C2026.051.74052.441412.0548
TCNTemperature=15°C2026.052.09112.830912.7481
TCNTemperature=5°C2026.054.48336.299719.1673