Risk Feature Discovery on Document Structure Space Single-Page 24D 1.0 (test) benchmark leaderboard · SOTA2 Research

Risk Feature Discovery on Document Structure Space Single-Page 24D 1.0 (test)

3.92Max ValuePSO

Evaluation Results

Method	Links
PSO2026.01		3.92	2.319	0.839	0.962	3.611	0.118	341	0.965	0.392	1.08
SA2026.01		3.983	2.969	0.512	0.985	3.965	0.024	209	0.968	0.34	0.943
QAOA-Corr2026.01		3.985	2.371	0.77	0.994	3.726	0.116	744	0.988	0.462	1.297
Random2026.01		4.086	2.332	0.554	0.976	3.493	0.23	860	0.983	0.514	1.513
GA-Explore2026.01		4.095	3.255	0.798	0.997	4.095	0	378	0.98	0.375	0.377
GA-Exploit2026.01		4.125	3.734	0.58	1	4.071	0.049	109	0.95	0.179	0.909
QAOA2026.01		4.131	2.662	0.757	0.996	3.843	0.11	651	0.974	0.425	1.214
MAP-Elites2026.01		4.143	2.459	0.616	0.984	3.562	0.176	466	0.973	0.382	1.006
REINFORCE2026.01		4.179	2.326	0.851	0.986	3.685	0.135	809	0.93	0.462	1.27
GP-UCB2026.01		4.18	3.11	0.582	0.996	3.847	0.091	957	0.979	0.493	1.404
GP-EI2026.01		4.235	3.065	0.59	0.992	3.867	0.117	957	0.969	0.499	1.422
PPO-Risk2026.01		4.297	3.038	0.727	0.995	3.84	0.114	568	0.948	0.39	1.07
TPE2026.01		4.303	3.475	0.621	0.992	3.956	0.035	187	0.953	0.224	0.687
PPO-Div2026.01		4.395	2.874	0.769	0.99	3.85	0.151	687	0.933	0.42	1.157