Algorithm data sets for the bbob test suite

In the first table below, you will find all official algorithm data sets on the bbob test suite, together with their year of publication, the authors, and related PDFs for each data set. Links to the source code to run the corresponding experiments/algorithms are provided whenever available.

A second table mentions data sets that have been collected on the bbob suite, but which are not complete in the sense that they miss at least one of the requested dimensions 2, 3, 5, 10, 20.

To sort the tables, simply click on the table header of the corresponding column.

Number	Algorithm Name	Year	Author(s)	link to data	related PDFs, source code, and remarks
000	ALPS	2009	Hornby	data	pdf
001	AMALGAM	2009	Bosman et al.	data	pdf noiseless - pdf noisy
002	BAYEDA	2009	Gallagher	data	pdf noiseless - pdf noisy
003	BFGS	2009	Ros	data	pdf noiseless - pdf noisy
004	BIPOP-CMA-ES	2009	Hansen	data	pdf noiseless - pfd noisy
005	Cauchy-EDA	2009	Pošík	data	pdf
006	CMA-ESPLUSSEL	2009	Auger and Hansen	data	pdf noiseless - pdf noisy
007	DASA	2009	Korošec and Šilc	data	pdf noiseless - pdf noisy
008	DE-PSO	2009	García-Nieto et al.	data	pdf noiseless - pdf noisy
009	DIRECT	2009	Pošík	data	pdf - algorithm is deterministic and thus, only run on each instance once
010	EDA-PSO	2009	El-Abd and Kamel	data	pdf
011	FULLNEWUOA	2009	Ros	data	original 2009 noiseless paper - original 2009 noisy paper - 2010 comparison noiseless - 2010 comparison noisy
012	G3PCX	2009	Pošík	data	pdf
013	GA	2009	Nicolau	data	pdf
014	GLOBAL	2009	Pál et al.	data	BBOB-2009 paper not available online - corresponding ECJ paper
015	iAMALGAM	2009	Bosman et al.	data	pdf noiseless - pdf noisy
016	IPOP-SEP-CMA-ES	2009	Ros	data	pdf noiseless - pdf noisy
017	LSfminbnd	2009	Pošík	data	pdf
018	LSstep	2009	Pošík	data	pdf
019	MA-LS-CHAIN	2009	Molina et al.	data	pdf noiseless - pdf noisy
020	MCS	2009	Huyer and Neumaier	data	pdf noiseless - pdf noisy
021	NELDERDOERR	2009	Doerr et al.	data	pdf
022	NELDER	2009	Hansen	data	pdf
023	NEWUOA	2009	Ros	data	original 2009 noiseless paper - original 2009 noisy paper - 2010 comparison with BIPOP-CMA-ES noiseless - 2010 comparison noiseless - 2010 comparison noisy
024	ONEFIFTH	2009	Auger	data	pdf noiseless - pdf noisy
025	POEMS	2009	Kubalík	data	pdf
026	PSO	2009	El-Abd and Kamel	data	pdf
027	PSO_Bounds	2009	El-Abd and Kamel	data	pdf
028	RANDOMSEARCH	2009	Auger and Ros	data	pdf noiseless - pdf noisy
029	Rosenbrock	2009	Pošík	data	pdf
030	VNS	2009	García-Martínez and Lozano	data	pdf noiseless - pdf noisy
031	1komma2	2010	Auger et al.	data	pdf cmp1komma2mirAnd1komma2mirser - doi - pdf cmp1komma2mirAnd1komma2mirserNoisy - pdf cmp1komma2ser - pdf cmp1komma2serNoisy
032	1komma2mir	2010	Auger et al.	data	pdf cmp1komma2And1komma2mirser - doi - pdf cmp1komma2And1komma2mirserNoisy
033	1komma2mirser	2010	Auger et al.	data	pdf cmp1komma2And1komma2mir - doi - pdf cmp1komma2And1komma2mirNoisy
034	1komma2ser	2010	Auger et al.	data	pdf cmp1komma2 - cmp1komma2Noisy
035	1komma4	2010	Auger et al.	data	pdf cmp1komma4serNoisy - doi - the other three papers are not linked to at the moment
036	1komma4mir	2010	Auger et al.	data	pdf cmp1komma4And1komma4mirser - cmp1komma4And1komma4mirserNoisy
037	1komma4mirser	2010	Auger et al.	data	pdf noiseless - pdf noisy - pdf cmp1komma4And1komma4mir - pdf cmp1komma4And1komma4mirNoisy
038	1komma4ser	2010	Auger et al.	data	pdf cmp1komma4 - pdf cmp1komma4Noisy - doi
039	1plus1	2010	Auger et al.	data	pdf cmp1plus2mirser
040	1plus2mirser	2010	Auger et al.	data	pdf cmp1plus1
041	ABC	2010	El-Abd	data	doi
042	AVGNEWUOA	2010	Ros	data	mentioned in 2009 paper, data set submitted in 2009, but data presented only in 2010 - pdf cmpNEWUOAFULLNEWUOnoiseless - algname still NEWUOA
043	CMAEGS	2010	Finck and Beyer	data	pdf
044	DE-F-AUC	2010	Fialho et al.	data	pdf cmpPM-AdapSS-DE
045	DEuniform	2010	Fialho et al.	data	pdf cmpPM-AdapSS-DE
046	IPOP-ACTCMA-ES	2010	Hansen and Ros	data	pdf cmpIPOP-CMA-ESNoiseless - pdf cmpIPOP-CMA-ESNoisy
047	IPOP-CMA-ES	2010	Hansen and Ros	data	pdf cmpIPOP-ACTCMA-ESNoiseless - pdf cmpIPOP-ACTCMA-ESNoisy - cmpBIPOP-CMA-ESNoiseless - pdf cmpBIPOP-CMA-ESNoisy
048	MOS	2010	LaTorre et al.	data	pdf noiseless - pdf noisy
049	NBC-CMA	2010	Preuss	data	doi
050	PM-AdapSS-DE	2010	Fialho et al.	data	pdf cmpUniformDE - pdf cmpDE-F-AUC
051	RCGA	2010	Tran and Jin	data	doi noiseless - doi noisy
052	SPSA	2010	Finck and Beyer	data	pdf noiseless - pdf noisy
053	oPOEMS	2010	Kubalík	data	doi cmppPOEMS
054	pPOEMS	2010	Kubalík	data	doi cmpoPOEMS
055	ACOR	2012	Liao et al	data	pdf
056	BIPOPaCMA	2012	Loshchilov et al.	data	pdf
057	BIPOPsaACM	2012	Loshchilov et al.	data	pdf - source code
058	CMA	2012	Brockhoff et al.	data	pdf
059	CMAa	2012	Brockhoff et al.	data	pdf cmpCMAmaAndIPOP-ACTCMA-ES - pdf cmpCMAandCMAm
060	CMAm	2012	Brockhoff et al.	data	pdf
061	CMAma	2012	Brockhoff et al.	data	pdf cmpCMAaAndIPOP-ACTCMA-ES - pdf cmpCMAmah
062	CMAmah	2012	Brockhoff et al.	data	pdf cmpCMAma - pdf cmpCMAmh
063	CMAmh	2012	Brockhoff et al.	data	pdf
064	CMAES	2012	Pošík and Klemš	data	pdf - source code
065	DBRCGA	2012	Chuang and Chen	data	pdf
066	DE	2012	Pošík and Klemš	data	pdf - source code
067	DEAE	2012	Pošík and Klemš	data	pdf - source code
068	DEb	2012	Pošík and Klemš	data	pdf - source code
069	DEctpb	2012	Pošík and Klemš	data	pdf - source code
070	DE-AUTO	2012	Voglis et al.	data	pdf
071	DE-BFGS	2012	Voglis et al.	data	pdf - pdf cmpPSO-BFGS
072	DE-ROLL	2012	Voglis et al.	data	pdf
073	DE-SIMPLEX	2012	Voglis et al.	data	pdf
074	IPOPsaACM	2012	Loshchilov et al.	data	pdf cmpBIPOPsaACM - pdf cmpIPOP-ACTCMA-ESNoisy - source code
075	JADE	2012	Pošík and Klemš	data	pdf - source code
076	JADEb	2012	Pošík and Klemš	data	pdf - source code
077	JADEctpb	2012	Pošík and Klemš	data	pdf - source code
078	MVDE	2012	Veloso de Melo	data	pdf
079	NBIPOPaCMA	2012	Loshchilov et al.	data	pdf
080	NIPOPaCMA	2012	Loshchilov et al.	data	pdf
081	PSO-BFGS	2012	Voglis et al.	data	pdf
082	SNES	2012	Schaul	data	pdf
083	xNES	2012	Schaul	data	pdf - pdf cmpxNESas
084	xNESas	2012	Schaul	data	pdf - pdf cmpxNES - pdf cmpBIPOP-CMA-ES
085	BIPOP-saACM-k	2013	Loshchilov et al.	data	pdf - source code - BBOB2010 instances
086	BIPOP-aCMA-STEP	2013	Loshchilov et al.	data	pdf - source code - BBOB2010 instances
087	CGA-grid16	2013	Holtschulte and Moses	data	pdf
088	CGA-grid100	2013	Holtschulte and Moses	data	pdf
089	CGA-ring16	2013	Holtschulte and Moses	data	pdf
090	CGA-ring100	2013	Holtschulte and Moses	data	pdf
091	CMAES_Hutter	2013	Hutter et al.	data	pdf
092	DE_Pal	2013	Pàl	data	pdf - BBOB2010 instances
093	fmincon	2013	Pàl	data	pdf - BBOB2010 instances
094	fminunc	2013	Pàl	data	pdf - BBOB2010 instances
095	GA-100	2013	Holtschulte and Moses	data	pdf
096	HCMA	2013	Loshchilov et al.	data	pdf - source code - BBOB2010 instances
097	HILL	2013	Holtschulte and Moses	data	pdf
098	HMLSL	2013	Pàl	data	pdf - BBOB2010 instances
099	IP	2013	Liao and Stützle	data	pdf cmpLiaoTesting - pdf cmpLiaoBounding - BBOB2010 instances
100	IP-10DDr	2013	Liao and Stützle	data	pdf - BBOB2010 instances
101	IP-500	2013	Liao and Stützle	data	pdf - BBOB2010 instances
102	IPOP400D	2013	Auger et al.	data	pdf
103	lmm-CMA-ES	2013	Auger et al.	data	pdf
104	MEMPSODE	2013	Voglis	data	pdf
105	MLSL	2013	Pàl	data	pdf - BBOB2010 instances
106	OQNLP	2013	Pàl	data	pdf - BBOB2010 instances
107	P-DCN	2013	Tran et al.	data	pdf - source code
108	P-zero	2013	Tran et al.	data	pdf - source code
109	PRCGA	2013	Sawyerr et al.	data	pdf
110	simplex	2013	Pàl	data	pdf - BBOB2010 instances
111	SMAC-BBOB	2013	Hutter et al.	data	pdf
112	tany	2013	Liao and Stützle	data	pdf - BBOB2010 instances
113	texp	2013	Liao and Stützle	data	pdf - BBOB2010 instances
114	U-DCN	2013	Tran et al.	data	pdf - source code
115	U-zero	2013	Tran et al.	data	pdf - source code
116	MATSuMoToDefault-50D	2015	Brockhoff	data	CEC paper
117	R-DE-10e2	2015	Tanabe and Fukunaga	data	CEC paper
118	R-DE-10e5	2015	Tanabe and Fukunaga	data	CEC paper
119	R-SHADE-10e2	2015	Tanabe and Fukunaga	data	CEC paper
120	R-SHADE-10e5	2015	Tanabe and Fukunaga	data	CEC paper
121	RL-SHADE-10e2	2015	Tanabe and Fukunaga	data	CEC paper
122	RL-SHADE-10e5	2015	Tanabe and Fukunaga	data	CEC paper
123	SOO	2015	Derbel and Preux	data	CEC paper
124	BrentSTEPif	2015	Pošík and Baudiš	data	GECCO paper
125	BrentSTEPifeg	2015	Pošík and Baudiš	data	GECCO paper
126	BrentSTEPqi	2015	Pošík and Baudiš	data	GECCO paper
127	BrentSTEPrr	2015	Pošík and Baudiš	data	GECCO paper
128	CMA-CSA	2015	Atamna	data	GECCO paper - source code
129	CMA-MSR	2015	Atamna	data	GECCO paper - source code
130	CMA-TPA	2015	Atamna	data	GECCO paper - source code
131/132	GP1-CMAES	2015	Bajer et al.	data - 2013 instances	doi - slides - Thanks to the authors, two data sets are available with the 2015 and the 2013 instances
133/134	GP5-CMAES	2015	Bajer et al.	data - 2013 instances	doi - slides - Thanks to the authors, two data sets are available with the 2015 and the 2013 instances
135/136	IPOPCMAv3p61	2015	Bajer et al.	data - 2013 instances	doi - slides - Thanks to the authors, two data sets are available with the 2015 and the 2013 instances
137	LHD-10xDefault-MATSuMoTo	2015	Brockhoff et al.	data	GECCO paper
138	LHD-2xDefault-MATSuMoTo	2015	Brockhoff et al.	data	GECCO paper
139	RAND-2xDefault-MATSuMoTo	2015	Brockhoff et al.	data	GECCO paper
140/141	RF1-CMAES	2015	Bajer et al.	data - 2013 instances	doi - slides - Thanks to the authors, two data sets are available with the 2015 and the 2013 instances
142/143	RF5-CMAES	2015	Bajer et al.	data - 2013 instances	doi - slides - Thanks to the authors, two data sets are available with the 2015 and the 2013 instances
144	STEPif	2015	Pošík and Baudiš	data	GECCO paper
145	STEPifeg	2015	Pošík and Baudiš	data	GECCO paper
146	STEPrr	2015	Pošík and Baudiš	data	GECCO paper
147	PSAaLmC-CMA-ES	2016	Nishida and Akimoto	data	GECCO paper
148	PSAaLmD-CMA-ES	2016	Nishida and Akimoto	data	GECCO paper
149	PSAaSmC-CMA-ES	2016	Nishida and Akimoto	data	GECCO paper
150	PSAaSmD-CMA-ES	2016	Nishida and Akimoto	data	GECCO paper
151	CMAES-APOP	2017	Nguyen and Hansen	data	doi
152	DTS-CMA-ES	2017	Pitra et al.	data	doi - slides
153	EvoSpace-PSO-GA	2017	García-Valdez and Merelo	data	doi
154	KL-BIPOP-CMA-ES	2017	Yamaguchi and Akimoto	data	GECCO paper - slides
155	KL-IPOP-CMA-ES	2017	Yamaguchi and Akimoto	data	GECCO paper - slides
156	KL-Restart-CMA-ES	2017	Yamaguchi and Akimoto	data	GECCO paper - slides
157	Ord-H-DTS-CMA-ES	2017	Pitra et al.	data	doi - slides
158	Ord-N-DTS-CMA-ES	2017	Pitra et al.	data	doi - slides
159	Ord-Q-DTS-CMA-ES	2017	Pitra et al.	data	doi - slides
160	SSEABC	2017	Aydin and Yavuz	data	doi - slides
161	RANDOMSEARCH-4	2017	Brockhoff	data	COCO baseline data without BBOB paper
162	RANDOMSEARCH-4p5	2017	Brockhoff	data	COCO baseline data without BBOB paper
163	RANDOMSEARCH-5	2017	Brockhoff	data	COCO baseline data without BBOB paper
164	BBDE	2018	Vodopija et al.	data	GECCO 2018 paper doi
165	BBDE-best	2018	Vodopija et al.	data	GECCO 2018 paper doi
166	BBDE-N	2018	Vodopija et al.	data	GECCO 2018 paper doi
167	BBDE-ttb	2018	Vodopija et al.	data	GECCO 2018 paper doi
168	BFGS-M-17	2018	Blelly et al.	data	GECCO 2018 paper
169	BFGS-P-09	2018	Blelly et al.	data	GECCO 2018 paper
170	BFGS-P-Instances	2018	Blelly et al.	data	GECCO 2018 paper
171	BFGS-P-range	2018	Blelly et al.	data	GECCO 2018 paper
172	BFGS-P-StPt	2018	Blelly et al.	data	GECCO 2018 paper
173	CMAES-APOP-Var1	2018	Nguyen	data	GECCO 2018 paper
174	CMAES-APOP-Var2	2018	Nguyen	data	GECCO 2018 paper
175	CMAES-APOP-Var3	2018	Nguyen	data	GECCO 2018 paper
176	DE-best	2018	Vodopija et al.	data	GECCO 2018 paper doi
177	DE-rand	2018	Vodopija et al.	data	GECCO 2018 paper doi
178	DE-ttb	2018	Vodopija et al.	data	GECCO 2018 paper doi
179	PSA-CMA-ES	2018	Nishida and Akimoto	data	GECCO 2018 paper
180	PSA-CMA-ESwRS	2018	Nishida and Akimoto	data	GECCO 2018 paper
181	uBBDE	2018	Vodopija et al.	data	paper
182	uBBDE-best	2018	Vodopija et al.	data	paper
183	uBBDE-N	2018	Vodopija et al.	data	paper
184	uBBDE-ttb	2018	Vodopija et al.	data	paper
185	uDE-best	2018	Vodopija et al.	data	paper
186	uDE-rand	2018	Vodopija et al.	data	paper
187	uDE-ttb	2018	Vodopija et al.	data	paper
188	DTS-CMA-ES_005-2pop_v26_1model	2018	Bajer et al.	data	link to paper - details on the differences to #161
189	Adaptive-Two-Mode	2019	Bodner	data	doi
190	BFGS-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
191	CG-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
192	COBYLA-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
193	DE-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
194	L-BFGS-B-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
195	Nelder-Mead-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
196	Powell-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
197	RS-0p5-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
198	RS-0p5	2019	Brockhoff and Hansen	data	GECCO 2019 paper
199	RS-1-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
200	RS-1	2019	Brockhoff and Hansen	data	GECCO 2019 paper
201	RS-2-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
202	RS-2	2019	Brockhoff and Hansen	data	GECCO 2019 paper
203	RS-3-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
204	RS-3	2019	Brockhoff and Hansen	data	GECCO 2019 paper
205	RS-4-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
206	RS-5-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
207	RS-6-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
208	RS-6	2019	Brockhoff and Hansen	data	GECCO 2019 paper
209	RS-10-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
210	RS-10	2019	Brockhoff and Hansen	data	GECCO 2019 paper
211	RS-20-initIn0	2019	Brockhoff and Hansen	data	GECCO 2019 paper
212	RS-20	2019	Brockhoff and Hansen	data	GECCO 2019 paper
213	SLSQP-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
214	TNC-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
215	adapt-Nelder-Mead-scipy	2019	Varelas and Dahito	data	GECCO 2019 paper
216	HE-ES	2020	Glasmachers and Krause	data	continuous submission: accompanying paper - source code
217	CMA-ES-2019	2020	Hansen	data	continuous submission: accompanying paper - source code
218	lq-CMA-ES	2020	Hansen	data	continuous submission: accompanying paper - source code
219	SLSQP-11-scipy	2020	Hansen	data	continuous submission: accompanying paper - source code
220	SLSQP+lq-CMA-ES	2020	Hansen	data	continuous submission: accompanying paper - source code
221	SHADE-LM	2021	Okulewicz and Zaborski	data	GECCO 2021 paper
222	SHADE-LM-POP4-to-10	2021	Okulewicz and Zaborski	data	GECCO 2021 paper
223	oMads-2N	2022	Dahito et al.	data	continuous submission: accompanying paper
224	oMADS-Neg	2022	Dahito et al.	data	continuous submission: accompanying paper
225	EXPLO2	2022	Huntsman	data	continuous submission: accompanying paper
226	CMA-ES-Akimoto	2022	Gharafi	data	IPOP-CMA-ES as implemented by Y. Akimoto [BBOB-2022 paper]
227	CMA-ES-pycma	2022	Gharafi	data	IPOP-CMA-ES as implemented in pycma [BBOB-2022 paper]
228	CMAES-APOP-KMA	2022	Nguyen	data	adaptive population size CMA-ES with KP and MA strategy [BBOB-2022 paper]
229	CMAES-APOP-KP	2022	Nguyen	data	adaptive population size CMA-ES reusing part of the known population (KP) [BBOB-2022 paper]
230	CMAES-APOP-MA	2022	Nguyen	data	adaptive population size CMA-ES with mirrored sampling and active CMA [BBOB-2022 paper]
231	DD-CMA-ES-Akimoto	2022	Gharafi	data	diagonal encoding CMA-ES as implemented by Y. Akimoto [BBOB-2022 paper]
232	DD-CMA-ES-pycma	2022	Gharafi	data	diagonal encoding CMA-ES as implemented in pycma [BBOB-2022 paper]
233	BIRMIN	2023	Kudela	data	globally-biased, hybridized version of BIRECT by Paulavicius et al. as benchmarked by Jakub Kudela [BBOB-2023 paper]
234	DIRECT-REV	2023	Kudela	data	DIRECT variant with enhancements for the reduction of the global drag [BBOB-2023 paper]
235	E-WOA	2023	Espinoza et al.	data	Enhanced Whale Optimization Algorithm as implemented by Epinoza et al. in their [BBOB-2023 paper]
236	I-DBDP-GL	2023	Kudela	data	BIRECT variant which uses hyper-rectangular partitioning based on 1-D bisections and evaluations at two diagonal points with global and local search enhancements [BBOB-2023 paper]
237	WOA	2023	Espinoza et al.	data	Whale Optimization Algorithm as implemented by Epinoza et al. in their [BBOB-2023 paper]
238	a-CMA-ES	2023	Gissler	data	affine-invariant version of CMA-ES [BBOB-2023 paper]
239	ad-CMA-ES	2023	Gissler	data	affine-invariant and continuously differentiable version of CMA-ES [BBOB-2023 paper]
240	adm-CMA-ES	2023	Gissler	data	affine-invariant and continuously differentiable version of CMA-ES with default stepsize damping factor $d_{\sigma}$ [BBOB-2023 paper]
241	c-CMA-ES	2023	Gissler	data	CMA-ES variant without cumulation for the covariance matrix [BBOB-2023 paper]
242	cd-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES variant without cumulation for the covariance matrix [BBOB-2023 paper]
243	cdm-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES variant without cumulation for the covariance matrix and default learning rate $d_{\sigma}$ [BBOB-2023 paper]
244	cma-bp-bbob	2023	Brockhoff	data	bound-constrained CMA-ES with BoundPenalty as compared in [SBOX-COST 2023 workshop paper]
245	cma-bt-bbob	2023	Brockhoff	data	bound-constrained CMA-ES with BoundTransform as as compared in [SBOX-COST 2023 workshop paper]
246	d-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES [BBOB-2023 paper]
247	default-CMA-ES	2023	Gissler	data	default CMA-ES from the pycma module, version 3.3.0 [BBOB-2023 paper]
248	dm-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES with default learning rate $d_{\sigma}$ [BBOB-2023 paper]
249	m-SDWOA	2023	Espinoza et al.	data	modified Symbiotic organism search - Differential Evolution - Whale Optimization Algorithm hybrid as implemented by Espinoza et al. in their [BBOB-2023 paper]
250	s-CMA-ES	2023	Gissler	data	CMA-ES without cumulation for the step size [BBOB-2023 paper]
251	sc-CMA-ES	2023	Gissler	data	CMA-ES without cumulation for both step size and covariance matrix [BBOB-2023 paper]
252	scd-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES without cumulation for both step size and covariance matrix [BBOB-2023 paper]
253	scdm-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES without cumulation for both step size and covariance matrix and default $d_{\sigma}$ [BBOB-2023 paper]
254	sd-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES without cumulation for the step size [BBOB-2023 paper]
255	sdm-CMA-ES	2023	Gissler	data	continuously differentiable CMA-ES without cumulation for the step size and default $d_{\sigma}$ [BBOB-2023 paper]

Inofficial/incomplete data sets

Number	Algorithm Name	Year	Author(s)	link to data	related PDFs, source code, and remarks
inofficial-001	BFGS-scipy	2014	Baudiš	data	arXiv paper
inofficial-002	CG-Fletcher-Reeves-scipy	2014	Baudiš	data	arXiv paper
inofficial-003	CMA-ES-python	2014	Baudiš	data	arXiv paper
inofficial-004	EG50-cocopf	2014	Baudiš	data	arXiv paper
inofficial-005	L-BFGS-B-scipy	2014	Baudiš	data	arXiv paper
inofficial-006	Nelder-Mead-scipy	2014	Baudiš	data	arXiv paper
inofficial-007	Powell-scipy	2014	Baudiš	data	arXiv paper
inofficial-008	SLSQP-scipy	2014	Baudiš	data	arXiv paper
inofficial-009	UNIF-cocopf	2014	Baudiš	data	arXiv paper
inofficial-010	GNN-CMA-ES	2019	Faury et al.	data	GECCO 2019 paper
inofficial-011	IPOP-CMA-ES-2019	2019	Faury et al.	data	GECCO 2019 paper