PCBA dataset 11 is a collection of high-quality dose-response data, formulated as a multitask learning benchmark from 128 high-throughput screening (HTS) assays.
Variants: PCBA
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Molecular Property Prediction | DumplingGNN | Dumpling GNN: Hybrid GNN Enables … | 2024-09-23 |
| Drug Discovery | GraphConv + dummy super node | Learning Graph-Level Representation for Drug … | 2017-09-12 |
| Drug Discovery | GraphConv | Convolutional Networks on Graphs for … | 2015-09-30 |
Recent papers with results on this dataset: