Alpha Mining on CSI500 (test) benchmark leaderboard · SOTA2 Research

Alpha Mining on CSI500 (test)

6.26IC (Information Coefficient)AlphaPROBE

Evaluation Results

Method	Links
AlphaPROBE2026.02		6.26	52.39	8.78	73.18	17.45	22.98	0.8262	—	—
R&D-Agent(Q)2026.02		5.81	37.72	7.94	52.35	12.36	30.74	0.5165	—	—
AlphaAgent2026.02		5.5	39.9	7.45	54.9	6.91	31.57	0.3588	—	—
Alpha1582026.02		5.24	38.16	7.72	54.78	10.39	25.78	0.5682	—	—
AlphaForge2026.02		5.17	31.63	7.85	49.9	8.09	23.09	0.4257	—	—
AlphaQCM2026.02		5.06	34.17	7.73	52.09	8.86	30.13	0.4118	—	—
AlphaGen2026.02		4.77	38.13	6.35	49.54	7.49	31.85	0.3429	—	—
AlphaSAGE2026.02		4.46	35.62	6.58	54.89	10.46	23.48	0.522	—	—
GP2026.02		2.83	20.76	5.82	41.67	6.52	23.46	0.3421	—	—
AlphaMemo (balanced)2026.05		0.0401	0.3462	—	—	11.63	23.43	0.6109	0.0496	0.4597
AlphaGen2026.05		0.0311	0.2988	—	—	8.03	30.99	0.404	0.0436	0.4156
GP2026.05		0.0226	0.2404	—	—	6.75	30.28	0.3197	0.0326	0.3403
LSTM2026.05		0.0222	0.2384	—	—	9.95	40.23	0.4047	0.0096	0.0939
AlphaAgent2026.05		0.0102	0.115	—	—	4.27	40.16	0.1818	-0.0156	-0.1437
AlphaMemo (residual)2026.05		0.0101	0.1104	—	—	6.97	26.08	0.3511	0.0165	0.1808
LightGBM2026.05		0.0095	0.1124	—	—	8.85	33.83	0.4028	-0.0115	-0.1085
AlphaGPT2026.05		0.0077	0.0909	—	—	8.08	30.39	0.3903	0.0011	0.0118
Alpha1582026.05		0.0053	0.0634	—	—	7.7	24.34	0.4055	0.0115	0.1188
AlphaSAGE2026.05		0.0031	0.0335	—	—	5.49	37.12	0.2541	0.019	0.2341