TDC ADMET benchmark group evaluation of RDKit2D + MLP on Excretion: TDC.Half Life, scored with Spearman.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Method: RDKit2D + MLP | Task: TDC ADMET benchmark group TDC-HALF-LIFE: Excretion: TDC.Half Life Dataset subset: TDC.Half Life (TDC ADMET benchmark group split) | 0.184 ± 0.111 Spearman unitless · higher Uncertainty: ± 0.111 (type not stated) Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRDKit2D + MLP on TDC ADMET benchmark group TDC-HALF-LIFE: Excretion: TDC.Half Life Scaffold split, as the ADMET benchmark group defines it. Table 4 reports a value and a plus-or-minus spread but does not identify the spread's statistical meaning. Aggregation: Not reported Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development · Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) |
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Scaffold split, as the ADMET benchmark group defines it. Table 4 reports a value and a plus-or-minus spread but does not identify the spread's statistical meaning.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation Spearman Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Comparison: protocol id tdc-task-tdc-half-life Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Origin author_reported Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Protocol Scaffold split, as the ADMET benchmark group defines it. Table 4 reports a value and a plus-or-minus spread but does not identify the spread's statistical meaning. Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Description TDC ADMET benchmark group evaluation of RDKit2D + MLP on Excretion: TDC.Half Life, scored with Spearman. Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: assessment tdc-task-tdc-half-life Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: data tdc-dataset-tdc-half-life Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: system tdc-method-rdkit2d-plus-mlp Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name RDKit2D + MLP on TDC ADMET benchmark group TDC-HALF-LIFE: Excretion: TDC.Half Life Context-only references | Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Table 4, block(Excretion), row(RDKit2D + MLP), column(TDC.Half_Life) Version: arXiv 2102.09548v1; later NSF v2 discovery retrieved partially but full artifact unavailable | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: tdc-evaluation-rdkit2d-plus-mlp-tdc-half-life