Financial Time Series Forecasting on Financial Time Series Forecasting General

0.001FLOPs (G)DLinear

Evaluation results

Method
DLinear2026.03	0.001	0.28	8.88	72
StockMixer2026.03	0.005	3.48	13.01	14,710
TCN2026.03	0.009	0.67	19.21	55,937
Mamba2026.03	0.17	0.65	35.75	33,409
GRU2026.03	0.48	0.26	36.6	39,233
PatchTST2026.03	0.485	1.43	15.73	25,878
iTransformer2026.03	0.611	1.07	28.41	101,505
LSTM2026.03	0.639	0.27	45.05	52,289
RankLSTM2026.03	0.639	0.27	45.05	52,289
PatchTransformer2026.03	0.776	1.06	28.65	155,393
Transformer2026.03	0.81	1.31	30.67	104,897
TIPS2026.03	0.81	1.31	30.67	104,897
TimeMixer2026.03	1.123	4.79	77.39	7,183
Transformer RPB2026.03	1.204	1.99	35.25	105,025
Classical Architecture Ensemble2026.03	2.109	3.16	167.28	285,765
AutoFormer2026.03	2.175	20	46.08	244,417
Bias Teacher Ensemble2026.03	6.032	9.6	217.26	734,407
MASTER2026.03	8.725	1.59	72.21	726,601