Surrogate Modeling on CEC MTMOO Unseen Dimensions 21-28 2019
0.0322sMAEQ-MetaSur
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Q-MetaSurDimension=21, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.0322 | 0.9261 | |
| Q-MetaSurDimension=22, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.0341 | 0.9228 | |
| Q-MetaSurDimension=23, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.0402 | 0.906 | |
| Q-MetaSurDimension=25, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.048 | 0.8672 | |
| Q-MetaSurDimension=24, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.0492 | 0.8611 | |
| Q-MetaSurDimension=26, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.0573 | 0.8229 | |
| Q-MetaSurDimension=27, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.0595 | 0.8128 | |
| Q-MetaSurDimension=28, Objective=Obj. 1, Evaluation Protocol=zero-shot2025.12 | 0.0676 | 0.7634 | |
| Q-MetaSurDimension=22, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 0.0969 | 0.5394 | |
| Q-MetaSurDimension=21, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 0.098 | 0.5167 | |
| Q-MetaSurDimension=23, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 0.1113 | 0.4203 | |
| Q-MetaSurDimension=24, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 0.1175 | 0.3907 | |
| Q-MetaSurDimension=25, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 0.1201 | 0.3549 | |
| Q-MetaSurDimension=27, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 0.1374 | 0.2355 | |
| Q-MetaSurDimension=28, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 0.1462 | -0.0578 | |
| RBFNDimension=22, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.1976 | -0.2313 | |
| RBFNDimension=28, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2023 | -0.2368 | |
| RBFNDimension=21, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2053 | -0.2931 | |
| RBFNDimension=23, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2057 | -0.3293 | |
| RBFNDimension=26, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2063 | -0.3176 | |
| RBFNDimension=24, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.209 | -0.3231 | |
| RBFNDimension=25, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2113 | -0.2987 | |
| RBFNDimension=27, Objective=Obj. 2, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2122 | -0.3314 | |
| RBFNDimension=22, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2498 | -0.3105 | |
| RBFNDimension=23, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2526 | -0.2719 | |
| RBFNDimension=26, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2534 | -0.2767 | |
| RBFNDimension=28, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2548 | -0.2844 | |
| RBFNDimension=24, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2569 | -0.4056 | |
| RBFNDimension=25, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2607 | -0.367 | |
| RBFNDimension=27, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2649 | -0.4089 | |
| RBFNDimension=21, Objective=Obj. 1, Evaluation Protocol=retrained per new dimension with 5 samples2025.12 | 0.2653 | -0.4775 | |
| Q-MetaSurDimension=26, Objective=Obj. 2, Evaluation Protocol=zero-shot2025.12 | 1.4415 | -1,149 |