| Problem | Task | PF-MFDE | PF-MFEA | PF-MFEA-II | PF-MFMP | PF-MTEA-AD | PF-AT-MFEA | Ours |
| CMT1 | T1 | 3.84e−01− | 8.22e−01 − | 4.88e−02 − | 4.40e−01 − | 2.26e−03 − | 2.25e−03 − | 7.45e−04 |
| T2 | 3.56e+02 − | 2.00e+02 − | 8.59e+01 − | 2.21e+02 − | 4.31e+00 − | 4.39e+00 − | 4.37e−01 | |
| CMT2 | T1 | 3.01e+00 − | 4.17e+00 − | 3.72e−01 − | 1.04e+01 − | 6.97e−02 − | 7.94e−02 − | 1.80e−02 |
| T2 | 3.57e+02 − | 2.25e+02 − | 2.97e+01 − | 8.59e+02 − | 2.11e+00 − | 2.56e+00 − | 1.79e−01 | |
| CMT3 | T1 | 2.03e+00 − | 5.18e+00 − | 4.78e−02 − | 1.30e+01 − | 2.16e−02 − | 3.69e−02 − | 8.99e−03 |
| T2 | 2.89e+01 − | 1.78e+03 − | 3.56e+01 − | 1.33e+04 − | 1.68e−02 − | 4.89e−02 − | 3.76e−03 | |
| CMT4 | T1 | 4.45e+02 − | 1.89e+02 − | 2.15e+02 − | 1.56e+02 − | 1.10e+02 − | 1.45e+02 − | 5.91e+01 |
| T2 | 4.42e+02 − | 4.31e+02 − | 4.21e+02 − | 4.14e+02 = | 4.15e+02 = | 4.17e+02 = | 4.15e+02 | |
| CMT5 | T1 | 2.83e+00 − | 3.87e+00 − | 1.77e+01 − | 1.25e+01 − | 5.74e−02 − | 1.16e−01 − | 2.57e−02 |
| T2 | 7.66e+02 − | 3.90e+03 − | 1.99e+02 − | 1.92e+06 − | 4.89e+01 − | 5.09e+01 − | 4.81e+01 | |
| CMT6 | T1 | 2.89e+00 − | 4.20e+00 − | 7.35e−02 − | 1.22e+01 − | 1.17e−01 − | 6.92e−02 − | 1.69e−02 |
| T2 | 1.14e+01 − | 7.54e+00 − | 3.16e−01 − | 5.29e+01 − | 4.46e−01 − | 5.13e−01 − | 1.74e−01 | |
| CMT7 | T1 | 1.04e+04 − | 1.39e+05 − | 1.61e+03 − | 2.33e+09 − | 2.19e+03 − | 1.78e+03 − | 1.30e+03 |
| T2 | 4.40e+02 − | 2.85e+02 − | 1.26e+02 − | 2.35e+04 − | 1.52e+02 − | 1.68e+02 − | 6.93e+01 | |
| CMT8 | T1 | 6.17e+00 − | 6.52e+00 − | 6.04e+00 + | 9.37e+00 − | 6.05e+00 = | 6.03e+00 + | 6.05e+00 |
| T2 | 6.50e+01 − | 5.28e+01 − | 4.90e+01 + | 7.16e+01 − | 5.02e+01 + | 5.01e+01 + | 5.13e+01 | |
| CMT9 | T1 | NaN − | 4.93e+04 + | NaN − | 3.40e+04 + | 4.31e+04 + | NaN − | 1.08e+05 |
| T2 | 1.92e+04 − | 1.69e+04 − | 1.66e+04 + | 2.00e+04 − | 1.66e+04 + | 1.66e+04 + | 1.67e+04 | |
| +/-/= | 0/18/0 | 1/17/0 | 3/15/0 | 1/16/1 | 3/13/2 | 3/14/1 | Base | |