Black-box Optimization on BBOB-30D benchmark leaderboard · SOTA2 Research

Black-box Optimization on BBOB-30D

491.4Buche_RasOurs

Evaluation Results

Method	Links
Ours2025.12		491.4	2,497	134.2	1,753	163.8	649,000	151.8	20,960,000	729.6	6.871	20.39	0.253	3.372	22.92	2.821	318.4
DE2025.12		499.6	876.5	122.4	2,471	2,814	308,500	182	22,010,000	701.2	8.848	15.36	6.595	243.9	10.83	3	304.3
Ours2025.12		545.2	158.5	67.37	407.6	237.8	99,600	186.1	2,684,000	255.3	0.7204	36.33	11.33	3.002	1.765	2.989	652.5
SAHLPSO2025.12		957.4	51,580	411.5	26,870	9,397	1,296,000	276	112,400,000	1,500	17.07	32.68	8.649	4,673	44.42	3.192	474.4
B2OPT2025.12		1,173	124,300	475.3	26,980	186.3	1,270,000	180.9	165,600,000	1,393	19.21	34.85	2.156	1,671	77.15	4.219	326.7
DEDQN2025.12		2,061	232,500	900.7	171,200	151,800	3,772,000	537.4	279,600,000	2,360	48.23	48.96	21.84	68,490	76.42	4.808	803.3
PSO2025.12		2,169	122,400	700.2	11,090	588.4	1,110,000	163.3	115,900,000	1,360	19.28	27.51	5.665	20.16	66.59	3.208	346.1
CMAES2025.12		4,236	140,900	1,435	40,850	185	2,423,000	173.2	168,900,000	1,485	25.91	46.16	4.878	3.021	78.24	0.4913	285.3
GLHF2025.12		4,510	347,000	1,275	337,300	199,300	7,354,000	1,892	511,100,000	2,611	65.1	53.37	25.41	74,500	83.05	6.515	894.6
LES2025.12		5,822	362,000	3,044	53,350	1,485	3,974,000	1,953	246,800,000	2,895	131	1,341	1,300	7,007	1,180	1,303	1,749
LGA2025.12		10,820	670,900	1,266	260,700	208,600	6,214,000	118,700	451,700,000	2,821	91.15	67.49	21.59	96,180	83.95	3.231	912.1
RNNOPT2025.12		16,030	576,800	1,511	91,920	197.5	14,310,000	4,950,000	449,900,000	2,314	73.63	74.26	6.43	26,060	84.47	7.372	454.1