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Stock Ranking on CSI300 Alpha158 (test)

0.0692IC

ACT

Updated 1mo ago

Evaluation Results

Method	Links
ACT 2026.04		0.0692	0.6955	0.0786	0.781
XGBoost 2026.04		0.0528	0.4338	0.0476	0.4482
iTransformer 2026.04		0.0456	0.339	0.0301	0.2508
LightGBM 2026.04		0.036	0.3024	0.0371	0.3453
ALSTM 2026.04		0.0355	0.3108	0.0395	0.3712
CatBoost 2026.04		0.035	0.2991	0.036	0.3491
TCN 2026.04		0.0349	0.3109	0.041	0.3739
GAT 2026.04		0.0346	0.2609	0.0216	0.1835
SFM 2026.04		0.034	0.2959	0.0306	0.3009
Transformer 2026.04		0.0329	0.2809	0.0394	0.365
FreqCycle 2026.04		0.0325	0.2519	0.0253	0.2136
GRU 2026.04		0.031	0.2708	0.0399	0.3756
TabNet 2026.04		0.0294	0.2478	0.0326	0.3089
Localformer 2026.04		0.0285	0.2439	0.0399	0.3728
LSTM 2026.04		0.0276	0.2239	0.0347	0.3312
DoubleEnsemble 2026.04		0.027	0.2239	0.0332	0.3117
TimeMixer 2026.04		0.0234	0.1899	0.0137	0.1135