Offline Model-based Optimization on D'Kitty Morphology Design-Bench
103.6100th Percentile ScoreROMA
Evaluation results
| Method | Links | |
|---|---|---|
| ROMANumber of trials=162022.11 | 103.6 | |
| ROOT2026.03 | 96.7 | |
| DAR2026.03 | 95.9 | |
| PGS2026.03 | 95.4 | |
| Match-OPT2026.03 | 95.2 | |
| RaM2026.03 | 95.1 | |
| COMSNumber of trials=52022.11 | 94.9 | |
| IOMNumber of trials=52022.11 | 94.9 | |
| MINSNumber of trials=52022.11 | 94.5 | |
| FGM2026.03 | 94.4 | |
| GTG2026.03 | 94.2 | |
| IOM-CNumber of trials=52022.11 | 94 | |
| Auto. CbASNumber of trials=52022.11 | 90.6 | |
| BO-qEINumber of trials=52022.11 | 89.6 | |
| CbASNumber of trials=52022.11 | 89.2 | |
| Grad. MeanNumber of trials=52022.11 | 89.2 | |
| Grad. MinNumber of trials=52022.11 | 88.9 | |
| D (best)2022.11 | 88.4 | |
| S(best)2026.03 | 88.4 | |
| Grad.Number of trials=52022.11 | 87.4 | |
| LCB+GPNumber of trials=52022.11 | 87.1 | |
| CMA-ESNumber of trials=52022.11 | 72.4 | |
| REINFORCENumber of trials=52022.11 | 56.2 |