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Equilibrium State Estimation on Synthetic data

0.04Cost (5 Systems, mins)

ARIMA

Updated 1mo ago

Evaluation Results

Method	Links
ARIMA 2026.06		0.04	0.09	0.18
ARIMA 2026.06		0.04	0.09	0.17
ARIMA 2026.06		0.04	0.08	0.17
ESE 2026.06		0.18	0.25	0.28
ESE 2026.06		0.19	0.24	0.31
ARIMA 2026.06		0.19	0.26	0.29
ESE 2026.06		0.2	0.24	0.28
ARIMA 2026.06		0.2	0.25	0.32
ARIMA 2026.06		0.21	0.25	0.29
Informer 2026.06		0.36	0.43	0.44
Informer 2026.06		0.36	0.41	0.48
PatchTST 2026.06		0.37	0.43	0.46
Informer 2026.06		0.38	0.42	0.46
PatchTST 2026.06		0.38	0.43	0.49
PatchTST 2026.06		0.39	0.43	0.46
DeepAR 2026.06		0.41	0.48	0.51
DeepAR 2026.06		0.42	0.48	0.52
DeepAR 2026.06		0.42	0.47	0.53
LSTM 2026.06		0.43	0.5	0.51
LSTM 2026.06		0.43	0.48	0.56
LSTM 2026.06		0.46	0.48	0.54
Dlinear 2026.06		0.46	0.52	0.6
Dlinear 2026.06		0.47	0.54	0.57
Dlinear 2026.06		0.5	0.53	0.58
Informer 2026.06		0.84	1.68	3.49
Informer 2026.06		0.88	1.8	3.31
Informer 2026.06		0.9	1.76	3.51
PatchTST 2026.06		0.95	1.91	3.59
PatchTST 2026.06		0.97	1.82	3.67
PatchTST 2026.06		0.97	1.96	3.63
DeepAR 2026.06		1.11	2.41	4.79
DeepAR 2026.06		1.14	2.31	4.68
DeepAR 2026.06		1.15	2.29	4.41
LSTM 2026.06		1.21	2.47	4.89
LSTM 2026.06		1.27	2.5	4.76
LSTM 2026.06		1.28	2.37	5.1
Dlinear 2026.06		1.36	2.82	5.71
Dlinear 2026.06		1.47	2.92	5.89
Dlinear 2026.06		1.48	2.9	5.92