Time-varying molecular optimization on GuacaMol (ell_w = 0.3)
1.9Average RankTALBO
Evaluation results
| Method | Links | |
|---|---|---|
| TALBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.32026.03 | 1.9 | |
| CoBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.32026.03 | 2.3 | |
| LOL-BORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.32026.03 | 2.92 | |
| InvBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.32026.03 | 3.52 | |
| TurBORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.32026.03 | 4.8 | |
| RandomRanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.32026.03 | 5.62 | |
| LS-BORanking protocol=Cumulative regret ranking, Seeds=10, Aggregation=Averaged across tasks, Lengthscale ell_w=0.32026.03 | 6.59 |