Numerical Optimization on CEC 50D 2017 (F1-F10 Metrics) benchmark leaderboard · SOTA2 Research

Numerical Optimization on CEC 50D 2017 (F1-F10 Metrics)

100F1 Mean ValueDoS

Updated 4mo ago

Evaluation Results

Method	Links
DoS2026.03		100	100	0	86.6765	—	300	300	0	46.1667	—	422.0392	400	35.92	77.5588	—	616.226	576.6536	20.8688	178.0392	—	600.0709	600	0.2564	31.8039	—	881.0636	826.2198	24.8489	159.0196	—	907.918	873.6547	19.8802	175.5882	—	1,257.9707	900	367.3211	104.5294	—	4,782.9366	3,899.8102	386.1825	137.549	—
LSHADE2026.03		100	100	0	163.9804	0	40,946.98	300	79,720.112	153.3628	0	463.7077	400.0021	46.5512	137.7549	0	558.3527	533.8293	11.0734	62.7647	0	600.8088	600.0099	0.7665	106.0392	0	849.7963	811.1674	21.9698	94.5882	0	856.9283	837.8107	13.7582	58.7059	0	1,212.3163	924.1746	273.7871	105.5882	0.97	4,625.0048	3,830.4219	327.6693	118.1177	0.043
LSHADE-SPACMA2026.03		100	100	0	27.8431	0	60,631.926	300	95,842.571	95.0882	0.0002	437.4837	400	46.0648	89.5294	0.84	565.8641	540.794	10.9432	92.4902	0	601.9224	600.3905	1.1694	161.1373	0	836.3118	783.4292	22.2973	66.8431	0	865.2397	840.7939	12.3846	91.1765	0	1,294.1224	956.7556	325.5132	124.7451	0.23	4,226.487	3,569.296	333.1447	59.1569	0
AL-SHADE2026.03		100	100	0	131.5	0	300	300	0	115.3824	0	434.3882	400	42.7923	105.1569	0.0024	561.6874	532.8336	13.2818	76.7059	0	600.8404	600.0929	0.6345	111.0196	0	847.3121	798.1122	24.2753	89.549	0	864.5357	844.7731	13.8539	84.5294	0	1,090.38	918.8065	164.7694	75.1373	0.052	4,492.4279	3,717.5407	388.0359	95.1765	0.0003