AUROC of DeepDTA (ATOM3D baseline) on ATOM3D LEP (ATOM3D split)
0.696 AUROC
The source table prints the tested method as [Öztürk et al., 2018]. Evidence for this identity: DeepDTA (ATOM3D baseline)
Methods
- Tested configuration
- DeepDTA (ATOM3D baseline)
- Task
- ATOM3D LEP-AUROC: Ligand efficacy prediction
- Dataset subset
- ATOM3D LEP (ATOM3D split)
- Related family profiles
- DeepDTA
- Procedure
- Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed.
- Evaluation
- DeepDTA (ATOM3D baseline) on ATOM3D LEP-AUROC: Ligand efficacy prediction
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not yet extracted
- Evidence
- Author-reported evaluation · source checkedATOM3D: Tasks On Molecules in Three Dimensions · Table 5, row(LEP AUROC), column([Öztürk et al., 2018])
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Reproduction
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- AUROC
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.696 Individual claims | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LEP AUROC), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | source checked ["pdf-text-parse"] · 2026-09-18 author reported Audit detailsSource checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. Extraction artifact SHA-256: |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- ATOM3D: Tasks On Molecules in Three Dimensions · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Technical metadata and extraction receipts
Stable ID: atom3d-result-zt-rk-et-al-2018-lep-auroc-auroc
- areas
- molecular-interactions
- tasks
- Ligand efficacy prediction
- metric
- auroc
- metric direction
- higher
- unit
- unitless
- printed value
- 0.696
- numeric value
- 0.696
- source locator
- Table 5, row(LEP AUROC), column([Öztürk et al., 2018])
- missing metadata
- denominator: reason: unextracted; seeds: reason: unreported; uncertainty: reason: unextracted
- review
- method: pdf-text-parse; reviewer: codex; date: 2026-09-18; artifact sha256: 92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890; retrieval url: https://arxiv.org/pdf/2012.04035v4; method note: pinned PDF text layer; expected row labels asserted per table; reviewer note: role: research agent; no human review claimed; note: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.
- source label
- [Öztürk et al., 2018]
- source identity
- status: resolved; display name: DeepDTA (ATOM3D baseline) · ATOM3D LEP-AUROC · AUROC; subject id: atom3d-method-zt-rk-et-al-2018; original name: [Öztürk et al., 2018] · ATOM3D LEP-AUROC · AUROC; original description: Author-reported score transcribed from the paper's comparison table. Source checked; not independently reproduced.