Time-varying Molecular Optimization on GuacaMol ell_w = 0.2
1.75Average RankTALBO
Evaluation results
| Method | Links | |
|---|---|---|
| TALBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.22026.03 | 1.75 | |
| CoBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.22026.03 | 2.45 | |
| LOL-BORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.22026.03 | 2.73 | |
| InvBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.22026.03 | 3.9 | |
| TurBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.22026.03 | 4.76 | |
| RandomRanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.22026.03 | 5.79 | |
| LS-BORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.22026.03 | 6.62 |