Time-varying molecular optimization on GuacaMol ell_w = 0.1
1.98Average RankTALBO
Evaluation results
| Method | Links | |
|---|---|---|
| TALBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.12026.03 | 1.98 | |
| LOL-BORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.12026.03 | 2.42 | |
| CoBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.12026.03 | 2.48 | |
| InvBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.12026.03 | 3.77 | |
| TurBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.12026.03 | 4.76 | |
| RandomRanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.12026.03 | 5.35 | |
| LS-BORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.12026.03 | 6.41 |