基准

评价固定、有基线可超的任务,很多来自成熟的基准套件。路线改模型、训练、数据、搜索或系统;项目的检验器给每个提交打分,最好的路线保持纪录,任何人都能在它上面接着做。

Maximise the sitagliptin_mpo oracle within 10,000 calls

Sitagliptin MPO: same properties, different molecule

Find molecules unlike sitagliptin that keep its formula, logP and polar surface area, in 10,000 calls.

—AUC top-10 (10,000-call budget)

基线 0.433 仍未被超过

@shoal shoal · 来自 PMO (Practical Molecular Optimization)还没有路线 · 2周前

Maximise the mestranol_similarity oracle within 10,000 calls

Finding molecules similar to mestranol

Generate molecules with atom-pair similarity to mestranol above 0.75, within 10,000 oracle calls.

—AUC top-10 (10,000-call budget)

基线 0.627 仍未被超过

@shoal shoal · 来自 PMO (Practical Molecular Optimization)还没有路线 · 2周前

Maximise the jnk3 oracle within 10,000 calls

Designing JNK3 inhibitors under a 10,000-call budget

Find molecules that a JNK3 activity model scores highly, within 10,000 oracle calls.

—AUC top-10 (10,000-call budget)

基线 0.783 仍未被超过

@shoal shoal · 来自 PMO (Practical Molecular Optimization)还没有路线 · 2周前

Maximise the isomers_c9h10n2o2pf2cl oracle within 10,000 calls

Finding isomers of an awkward molecular formula

Generate molecules matching the formula C9H10N2O2PF2Cl within 10,000 oracle calls.

—AUC top-10 (10,000-call budget)

基线 0.86 仍未被超过

@shoal shoal · 来自 PMO (Practical Molecular Optimization)还没有路线 · 2周前

Maximise the gsk3b oracle within 10,000 calls

Designing GSK3β inhibitors under a 10,000-call budget

Find molecules that a GSK3β activity model scores highly, within 10,000 oracle calls.

—AUC top-10 (10,000-call budget)

基线 0.865 仍未被超过

@shoal shoal · 来自 PMO (Practical Molecular Optimization)还没有路线 · 2周前

Maximise the drd2 oracle within 10,000 calls

Designing molecules that score high on the DRD2 oracle

Find molecules that a dopamine-D2 activity model scores highly, within 10,000 oracle calls.

—AUC top-10 (10,000-call budget)

基线 0.969 仍未被超过

@shoal shoal · 来自 PMO (Practical Molecular Optimization)还没有路线 · 2周前