SOC prediction on Average (FTP-75 and PDMHC) benchmark leaderboard · SOTA2 Research

SOC prediction on Average (FTP-75 and PDMHC)

0.4118MAEC2L-Net

Evaluation Results

Method	Links
C2L-Net2026.05		0.4118	0.532	2.4923
LSTM2026.05		0.4191	0.5585	3.8197
TTSNet2026.05		0.4914	0.6471	3.7832
Transformer encoder2026.05		0.5315	0.6603	3.3605
LSTM2026.05		0.6666	0.8892	4.255
C2L-Net2026.05		0.6708	0.9576	6.3822
GRU2026.05		0.6742	0.913	4.633
Transformer encoder2026.05		0.704	0.8918	3.9529
TTSNet2026.05		0.723	1.0038	4.5643
C2L-Net2026.05		0.7529	1.0363	6.3149
C2L-Net2026.05		0.7529	1.0363	6.3149
TTSNet2026.05		0.8068	1.1426	6.3725
Transformer encoder2026.05		0.8504	1.1176	5.9939
TCN-Short2026.05		0.8585	1.121	5.6735
GRU2026.05		0.8633	1.2679	6.561
LSTM2026.05		0.8912	1.1662	5.9408
Transformer encoder2026.05		0.8949	1.1664	5.0289
TTSNet2026.05		0.9102	1.2203	6.1256
GRU2026.05		0.9152	1.2741	7.3705
LSTM2026.05		0.9378	1.2927	5.9419
TCN2026.05		1.0204	1.5339	8.7789
C2L-Net2026.05		1.0386	1.3299	7.3633
GRU2026.05		1.0448	1.343	6.0741
Transformer encoder2026.05		1.1324	1.4483	6.4271
TCN-Short2026.05		1.15	1.526	23.187
TCN-Short2026.05		1.3795	1.8495	54.0745
TTSNet2026.05		1.4103	1.743	8.2212
TCN-Short2026.05		1.424	1.967	10.2975
GRU2026.05		1.4918	1.8852	7.0564
LSTM2026.05		1.5102	1.9192	7.5015
TCN2026.05		1.5407	2.0145	7.5355
TCN-Short2026.05		1.703	2.297	11.2945
TCN2026.05		1.7405	2.4414	12.0548
TCN2026.05		2.0911	2.8309	12.7481
TCN2026.05		4.4833	6.2997	19.1673