Stock Ranking on CSI500 Alpha158 (test) benchmark leaderboard · SOTA2 Research

Stock Ranking on CSI500 Alpha158 (test)

0.0877ICACT

Evaluation Results

Method	Links
ACT2026.04		0.0877	0.8522	0.0907	0.9216
iTransformer2026.04		0.0845	0.6325	0.0707	0.5858
XGBoost2026.04		0.0601	0.5484	0.054	0.6102
TCN2026.04		0.0593	0.5971	0.0523	0.5653
GRU2026.04		0.0578	0.5608	0.0646	0.6971
Transformer2026.04		0.0529	0.4706	0.0523	0.5693
ALSTM2026.04		0.0506	0.4625	0.058	0.5784
LSTM2026.04		0.0466	0.4623	0.0522	0.55
Localformer2026.04		0.0466	0.4275	0.0554	0.5901
GAT2026.04		0.045	0.3195	0.0382	0.3045
CatBoost2026.04		0.0449	0.3707	0.041	0.4336
LightGBM2026.04		0.0442	0.3604	0.0409	0.4266
TimeMixer2026.04		0.0349	0.267	0.0384	0.3133
FreqCycle2026.04		0.0348	0.2634	0.0344	0.2664
DoubleEnsemble2026.04		0.0331	0.2802	0.034	0.3343
TabNet2026.04		0.032	0.3069	0.0331	0.362
SFM2026.04		0.0274	0.2449	0.0304	0.3362