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ResearchFormerly WizWand

SOC prediction on PDMHC

0.5512MAEC2L-Net
0.4206081.3021042.18363.065096May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
C2L-NetTemperature=45°C2026.050.55120.6862.9189
LSTMTemperature=45°C2026.050.60540.795.6855
TTSNetTemperature=45°C2026.050.6380.82464.7667
Transformer encoderTemperature=45°C2026.050.71060.87854.1883
LSTMTemperature=35°C2026.050.79591.04714.9303
TTSNetTemperature=35°C2026.050.83321.22515.5996
GRUTemperature=35°C2026.050.87121.16685.1096
Transformer encoderTemperature=35°C2026.050.87761.10124.497
C2L-NetTemperature=25°C2026.050.9361.32559.3854
C2L-NetTemperature=35°C2026.050.95611.32637.3945
C2L-NetTemperature=15°C2026.050.95611.32637.3945
TCN-ShortTemperature=45°C2026.051.0461.3175.857
Transformer encoderTemperature=15°C2026.051.0921.43627.0273
C2L-NetTemperature=5°C2026.051.10271.43597.6053
TTSNetTemperature=25°C2026.051.13291.57448.2804
LSTMTemperature=25°C2026.051.18041.52036.5734
LSTMTemperature=15°C2026.051.22321.69537.7804
Transformer encoderTemperature=25°C2026.051.23771.61425.3759
GRUTemperature=25°C2026.051.2471.80499.2982
TTSNetTemperature=15°C2026.051.25411.60046.5053
GRUTemperature=15°C2026.051.25681.88968.9921
GRUTemperature=45°C2026.051.35681.73486.461
Transformer encoderTemperature=5°C2026.051.45761.78367.0913
TCN-ShortTemperature=35°C2026.051.4691.86223.11
TCNTemperature=45°C2026.051.6522.544713.9808
LSTMTemperature=5°C2026.051.65972.11647.465
TTSNetTemperature=5°C2026.051.66972.04048.2049
TCN-ShortTemperature=15°C2026.051.7792.3427.709
TCN-ShortTemperature=25°C2026.051.7852.31954.087
GRUTemperature=5°C2026.051.97172.38627.6474
TCNTemperature=15°C2026.052.12873.009112.4231
TCNTemperature=25°C2026.052.16643.073113.9676
TCN-ShortTemperature=5°C2026.052.2432.8628.664
TCNTemperature=35°C2026.052.48643.274711.2047
TCNTemperature=5°C2026.053.8165.646319.0563