Model-Based Optimization on Lat. RBF 41
66Expected Top 1% ScoreCliqueformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CliqueformerNumber of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 66 | — | — | |
| CliqueformerSampling=Top 1% (avg top 10 of 1000), Trials=5 runs2024.10 | 66 | — | — | |
| Cliqueformer2024.10 | 66 | — | — | |
| COMsNumber of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 45 | — | — | |
| COMsSampling=Top 1% (avg top 10 of 1000), Trials=5 runs2024.10 | 45 | — | — | |
| COMs2024.10 | 45 | — | — | |
| RWRNumber of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 35 | — | — | |
| RWRSampling=Top 1% (avg top 10 of 1000), Trials=5 runs2024.10 | 35 | — | — | |
| RWR2024.10 | 35 | — | — | |
| MatchOptNumber of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 32 | — | — | |
| MatchOpt2024.10 | 32 | — | — | |
| TransformerNumber of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 20 | — | — | |
| TransformerSampling=Top 1% (avg top 10 of 1000), Trials=5 runs2024.10 | 20 | — | — | |
| Transformer2024.10 | 20 | — | — | |
| Grad.Asc.Number of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 0 | — | — | |
| IOMNumber of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 0 | — | — | |
| DDOMNumber of generated designs=1000, Number of top designs for averaging=10, Number of runs=5, Score normalization method=min-max2024.10 | 0 | — | — | |
| Grad.Asc.Sampling=Top 1% (avg top 10 of 1000), Trials=5 runs2024.10 | 0 | — | — | |
| DDOMSampling=Top 1% (avg top 10 of 1000), Trials=5 runs2024.10 | 0 | — | — | |
| Grad.Asc.2024.10 | 0 | — | — | |
| IOM2024.10 | 0 | — | — | |
| DDOM2024.10 | 0 | — | — |