Black-box optimization on BBOB (test) benchmark leaderboard · SOTA2 Research

Black-box optimization on BBOB (test)

100F1 ScoreEoH

Evaluation Results

Method	Links
EoH2026.03		100	98.3	81.2	68	100	89.6	63.2	57.5	53.5	49.4	63.9	80.2	60.8	85.9	54.9	100	87	65	49.2	69.6	100	46.3	87.9	100	0.7547	0.1903	2.88
BAG2026.03		99.7	100	72.4	74.1	99.9	100	100	100	100	100	100	100	100	100	100	83	90	100	49.8	100	64.7	66.9	99	31	0.8877	0.1914	1.83
LLaMEA2026.03		99.6	85.4	67.5	100	99.7	85	81.9	95.2	75	61.7	67.9	55.8	47.6	89.1	51.3	83.5	99	51.4	46.8	71.4	64	100	100	29.6	0.7534	0.2096	3.21
MCTS-AHD2026.03		99.4	99.4	100	64.2	88	92.2	56.9	44.3	98.2	29.1	46.7	22.2	26.7	70	64	66	67.5	47.4	43.7	100	72.7	80	82.3	30.4	0.663	0.2565	4.17
LHNS2026.03		96.8	62	12.3	19	97.4	71.7	71.5	27.2	15.7	10.6	25.7	15.7	28.4	82.1	47.6	45.1	80.3	49.6	100	61.2	57.8	70.8	76	26.1	0.521	0.292	5.21
ReEvo2026.03		86.4	98.1	47.7	55.1	99.6	89.3	69	55.7	76.8	49.9	62.8	73.3	54.2	70.1	52.6	87.6	100	59.4	52.2	50.5	95.4	43.4	92.3	30.7	0.6884	0.2052	3.71