| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Black-box Optimization | CEC 30D 2017 | Mean Objective Value0 | 90 | |
| Function Optimization | CEC 100D 2017 | Mean Value2,093.826 | 80 | |
| Numerical Optimization | CEC 50 dimensions 2017 | Mean Objective Value0 | 37 | |
| Dynamic Multi-objective Optimization | CEC DF2 2018 | MHV0.8368 | 32 | |
| Dynamic Multi-objective Optimization | CEC DF3 2018 | MHV Score50.2 | 16 | |
| Numerical Optimization | CEC D=10 2022 | Friedman Rank1 | 16 | |
| Constrained Multi-objective Optimization | CEC CMOP (15 problems) 2025 | Speed52,875.5 | 12 | |
| Numerical Optimization | CEC 50D F19 2017 | Mean Value2,056.599 | 12 | |
| Numerical Optimization | CEC 50D F17 2017 | Mean Value2,339.293 | 12 | |
| Numerical Optimization | CEC 50D F16 2017 | Mean2,469.641 | 12 | |
| Numerical Optimization | CEC 50D F14 2017 | Mean Value1,705.921 | 12 | |
| Numerical Optimization | CEC 50D F12 2017 | Mean Objective Value3,675.482 | 12 | |
| Numerical Optimization | CEC F30 Composition 50D 2017 | Mean Objective Value3,545.922 | 12 | |
| Numerical Optimization | CEC F28 Composition 50D 2017 | Mean Objective Value3,287.072 | 12 | |
| Numerical Optimization | CEC F25 Composition 50D 2017 | Mean Objective Value2,968.833 | 12 | |
| Numerical Optimization | CEC F24 (Composition, 50D) 2017 | Mean Objective Value2,963.059 | 12 | |
| Numerical Optimization | CEC F23 Composition 50D 2017 | Mean Value2,790.402 | 12 | |
| Numerical Optimization | CEC F22 Composition 50D 2017 | Mean Objective Value5,376.747 | 12 | |
| Multi-Task Multi-Objective Optimization | CEC MTMOO ins6 2019 | MSS-1.034 | 10 | |
| Multi-Task Multi-Objective Optimization | CEC MTMOO ins5 2019 | MSS-0.67 | 10 | |
| Multi-Task Multi-Objective Optimization | CEC MTMOO ins4 2019 | MSS1.171 | 10 | |
| Multi-Task Multi-Objective Optimization | CEC MTMOO ins3 2019 | MSS1.568 | 10 | |
| Multi-Task Multi-Objective Optimization | CEC MTMOO ins2 2019 | MSS-1.082 | 10 | |
| Multi-Task Multi-Objective Optimization | CEC MTMOO ins1 2019 | MSS1.031 | 10 | |
| Global Optimization | CEC Composition Functions 2017 | CF1 Mean1.94 | 10 |