Offline Black-box Optimization on Design-bench 100-th percentile
98.3TFBIND8 ScoreN2CE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| N2CEQ=128, Percentile=100-th2024.05 | 98.3 | 77.1 | 55.9 | 0.954 | 95.4 | 84.4 | 2 | |
| *BOOTGENQ=128, Percentile=100-th2024.05 | 97.9 | — | — | — | — | — | — | |
| Tri-mtringQ=128, Percentile=100-th2024.05 | 97 | 72.2 | 51.4 | 0.948 | 96.6 | 82.4 | 3 | |
| ICTQ=128, Percentile=100-th2024.05 | 95.8 | 69.1 | 50.3 | 0.961 | 96.8 | 81.6 | 3.4 | |
| DDOMQ=128, Percentile=100-th2024.05 | 95.7 | 65.7 | 49.5 | 0.94 | 93.5 | 79.7 | 8 | |
| CMA-ESQ=128, Percentile=100-th2024.05 | 95.3 | 67 | 46.5 | 1.214 | 72.4 | 80.5 | 8.6 | |
| REINFORCEQ=128, Percentile=100-th2024.05 | 94.8 | 66.3 | 48.1 | 0.266 | 56.2 | 58.4 | 12.4 | |
| NEMOQ=128, Percentile=100-th2024.05 | 94.3 | 71.1 | 50.2 | 0.958 | 95.4 | 81.4 | 5.2 | |
| *ExPTQ=128, Percentile=100-th2024.05 | 93.3 | 67.7 | — | 0.97 | 97.3 | — | — | |
| CbASQ=128, Percentile=100-th2024.05 | 92.7 | 65.1 | 50.3 | 0.876 | 89.2 | 77 | 10.8 | |
| ROMAQ=128, Percentile=100-th2024.05 | 92.4 | 66.6 | 51 | 0.917 | 92.7 | 78.9 | 8.2 | |
| BONETQ=128, Percentile=100-th2024.05 | 91.1 | 75.6 | 50 | 0.927 | 95.4 | 81 | 6.8 | |
| Auto.CbASQ=128, Percentile=100-th2024.05 | 91 | 63 | 42.1 | 0.882 | 90.6 | 74.5 | 13 | |
| MINsQ=128, Percentile=100-th2024.05 | 90.5 | 61.6 | 49.9 | 0.445 | 89.2 | 67.1 | 13.6 | |
| Grad. AscentQ=128, Percentile=100-th2024.05 | 88.6 | 64.7 | 49.5 | 0.934 | 94.4 | 78.1 | 10.2 | |
| IOMQ=128, Percentile=100-th2024.05 | 87.8 | 64.8 | 52 | 0.918 | 94.5 | 78.2 | 8.6 | |
| BDIQ=128, Percentile=100-th2024.05 | 87 | 60.5 | 51.3 | 0.906 | 91.9 | 76.3 | 11.6 | |
| GP-qEIQ=128, Percentile=100-th2024.05 | 79.8 | 65.2 | 40.2 | 0.819 | 89.6 | 71.3 | 14.2 | |
| COMSQ=128, Percentile=100-th2024.05 | 49.6 | 62.2 | 49.1 | 0.856 | 93.8 | 68.1 | 13.4 | |
| D (best)Q=128, Percentile=100-th2024.05 | 43.9 | 46.7 | 39.9 | 0.565 | 88.4 | — | — |