Constrained Multi-objective Optimization on DAS-CMOP Benchmark Suite
0.0045DAS-CMOP1 PerformanceCMOEA-AOP
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CMOEA-AOP2026.03 | 0.0045 | 0.0053 | 0.0203 | 0.0683 | 0.0312 | 0.1964 | 0.0305 | 0.0392 | 0.0453 | |
| MetaSG-SAEAMode=Zero-shot transfer2026.05 | 0.1893 | 0.1108 | 0.2403 | — | — | — | 0.5479 | 0.4486 | 0.2682 | |
| EIC-MSSAEAMode=Zero-shot transfer2026.05 | 0.2992 | 0.1962 | 0.4794 | 0.4596 | 0.4091 | 0.4921 | 0.5607 | 0.552 | 0.3424 | |
| DRLOS2026.03 | 0.3305 | 0.0056 | 0.0221 | 0.017 | 0.0076 | 0.0509 | 0.0685 | 0.099 | 0.0419 | |
| DR-SAEAMode=Zero-shot transfer2026.05 | 0.3847 | 0.1588 | 0.3253 | 0.419 | 0.5201 | 0.5339 | 0.6329 | 0.645 | 0.4428 | |
| DRLOSMode=Zero-shot transfer2026.05 | 0.6312 | 0.4542 | 0.5772 | — | — | — | 1.824 | 3.394 | 0.7232 | |
| KTSMode=Zero-shot transfer2026.05 | 0.6359 | 0.2454 | 0.5195 | — | — | 0.5133 | 0.7973 | 1.077 | 0.4299 | |
| TSTI2026.03 | 0.6653 | 0.2362 | 0.3255 | 0.1052 | 0.0286 | 0.3926 | 0.0314 | 0.0401 | 0.2863 | |
| EMCMO2026.03 | 0.7453 | 0.2373 | 0.3414 | 0.0028 | 0.0031 | 0.0387 | 0.0311 | 0.04 | 0.3536 | |
| AGEMOEA-II2026.03 | 0.7474 | 0.2686 | 0.3648 | 0.1747 | 0.3164 | 0.5073 | 0.0313 | 0.0465 | 0.3907 | |
| BiCo2026.03 | 0.7596 | 0.2385 | 0.3209 | 0.1026 | 0.0885 | 0.1511 | 0.032 | 0.0408 | 0.3587 |