SOC prediction on FTP-75 benchmark leaderboard · SOTA2 Research

SOC prediction on FTP-75

0.2327MAELSTM

Evaluation Results

Method	Links
LSTM2026.05		0.2327	0.3269	1.9538
C2L-Net2026.05		0.2723	0.378	2.0656
TTSNet2026.05		0.3448	0.4696	2.7997
Transformer encoder2026.05		0.3523	0.442	2.5327
TCN2026.05		0.3888	0.5232	3.5769
C2L-Net2026.05		0.4055	0.5896	3.3789
GRU2026.05		0.4698	0.6461	4.1299
GRU2026.05		0.4772	0.6592	4.1564
TTSNet2026.05		0.4806	0.7107	4.4645
Transformer encoder2026.05		0.5304	0.6824	3.4088
LSTM2026.05		0.5372	0.7313	3.5796
C2L-Net2026.05		0.5496	0.7462	5.2353
C2L-Net2026.05		0.5496	0.7462	5.2353
Transformer encoder2026.05		0.5521	0.7186	4.6819
TTSNet2026.05		0.5663	0.8402	5.7459
GRU2026.05		0.5833	0.7432	5.4428
TCN2026.05		0.595	0.7542	3.8662
LSTM2026.05		0.6019	0.8121	5.3082
Transformer encoder2026.05		0.6088	0.7989	4.9604
TTSNet2026.05		0.6128	0.7825	3.529
LSTM2026.05		0.6524	0.89	4.1034
TCN-Short2026.05		0.671	0.925	5.49
GRU2026.05		0.7328	0.9512	5.6871
Transformer encoder2026.05		0.8072	1.113	5.7629
TCN-Short2026.05		0.831	1.19	23.264
TCN-Short2026.05		0.974	1.38	54.062
C2L-Net2026.05		0.9744	1.2238	7.1213
GRU2026.05		1.0119	1.3841	6.4654
TCN-Short2026.05		1.069	1.592	12.886
TTSNet2026.05		1.1508	1.4456	8.2374
TCN-Short2026.05		1.163	1.732	13.925
TCN2026.05		1.3145	1.8096	10.1419
LSTM2026.05		1.3606	1.722	7.5379
TCN2026.05		2.0535	2.6526	13.073
TCN2026.05		5.1506	6.953	19.2782