# Molecular Property Prediction on ChEMBL temporal split 2023 (test) Source: [Molecular Property Prediction on ChEMBL temporal split 2023 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-09T23:38:02.674Z Evaluation of models on the ChEMBL temporal split 2023 test set for molecular property prediction, typically measured using ROC-AUC. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Molecular Property Prediction | | Dataset (including any stated split) | ChEMBL temporal split 2023 (test) | | Metric | ROC-AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [ROC-AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | ROC-AUC | Result date | Report paper | | --- | --- | --- | --- | | NESTDRUG | 82.3 | Not recorded | 69d7327c7d0172140ec76ac2 | ### NESTDRUG ROC-AUC: 82.3. Result ID: 69d836f547f34ce924bffc1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"≤2020"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.