Equilibrium State Estimation on Synthetic Data Horizon=1, Input Length=20 benchmark leaderboard · SOTA2 Research

Equilibrium State Estimation on Synthetic Data Horizon=1, Input Length=20

0.04Computational Cost (5 systems, mins)ARIMA

Evaluation Results

Method	Links
ARIMA2026.06		0.04	0.09	0.17
ESE2026.06		0.2	0.23	0.29
ARIMA2026.06		0.21	0.24	0.3
Informer2026.06		0.37	0.4	0.46
PatchTST2026.06		0.38	0.41	0.48
LSTM2026.06		0.44	0.48	0.53
Dlinear2026.06		0.47	0.52	0.58
DeepAR2026.06		0.51	0.53	0.52
Informer2026.06		0.86	1.69	3.4
PatchTST2026.06		0.9	1.84	3.7
DeepAR2026.06		1.1	2.29	4.53
LSTM2026.06		1.22	2.47	4.69
Dlinear2026.06		1.39	2.93	5.8