Open Access

Table 5

Comparison results with other single-objective metaheuristic algorithms on 23 matching tasks

ID EMO-GOA NS-MOGOA GA PSO
Prec F1 Rec Prec F1 Rec Prec F1 Rec Prec F1 Rec
Avg 0.985 0.985 0.986 0.989 0.985 0.982 0.991 0.906 0.855 0.972 0.974 0.977
101 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.970 0.950 1.000 1.000 1.000
103 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.740 0.600 1.000 1.000 1.000
104 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.970 0.950 1.000 1.000 1.000
203 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.970 0.950 1.000 1.000 1.000
204 0.960 0.960 0.960 1.000 0.990 0.988 1.000 0.940 0.90 1.000 1.000 1.000
205 0.940 0.890 0.850 1.000 0.850 0.740 1.000 0.710 0.560 0.870 0.870 0.860
221 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.830 0.720 1.000 1.000 1.000
222 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.950 0.92 0.970 0.970 0.970
223 0.980 0.980 0.970 0.980 0.980 0.980 0.980 0.860 0.79 0.970 0.970 0.970
224 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.920 0.860 1.000 1.000 1.000
225 1.000 1.000 1.000 1.000 0.999 0.998 1.000 0.850 0.770 1.000 1.000 1.000
228 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.994 1.000 1.000 1.000
231 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.998 1.000 1.000 1.000
232 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.850 0.740 1.000 1.000 1.000
233 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.810 0.760 1.000 1.000 1.000
236 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.994 1.000 1.000 1.000
237 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.970 0.950 0.970 0.970 0.970
238 0.980 0.980 0.980 0.986 0.983 0.981 0.990 0.890 0.820 0.986 0.986 0.986
239 0.970 0.980 1.000 0.967 0.983 1.000 0.960 0.950 0.930 0.890 0.900 0.920
240 0.940 0.960 0.970 0.940 0.955 0.970 0.970 0.900 0.850 0.940 0.950 0.960
241 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.920 0.850 1.000 1.000 1.000
246 0.970 0.980 1.000 0.970 0.980 1.000 0.960 0.950 0.940 0.880 0.890 0.910
247 0.910 0.930 0.940 0.910 0.925 0.939 0.940 0.900 0.870 0.890 0.900 0.920

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