DeepDTA (ATOM3D baseline): family DeepDTA
ATOM3D retrained DeepDTA with the original hyperparameters. Family attribution only: the retrained weights and their LBA and LEP scores stay with this configuration.
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.
12 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:family:identity-model-deepdta Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.field links:family:identity-model-deepdta Context-only references | DeepDTA: Deep Drug-Target Binding Affinity Prediction (arXiv:1801.10193v2) ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1801.10193v2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the retrieved original artifact bytes |
| attributes.source_locator ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Context-only references | DeepDTA: Deep Drug-Target Binding Affinity Prediction (arXiv:1801.10193v2) ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1801.10193v2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the retrieved original artifact bytes |
| attributes.target_id identity-model-deepdta Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.target_id identity-model-deepdta Context-only references | DeepDTA: Deep Drug-Target Binding Affinity Prediction (arXiv:1801.10193v2) ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1801.10193v2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the retrieved original artifact bytes |
| description ATOM3D retrained DeepDTA with the original hyperparameters. Family attribution only: the retrained weights and their LBA and LEP scores stay with this configuration. Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description ATOM3D retrained DeepDTA with the original hyperparameters. Family attribution only: the retrained weights and their LBA and LEP scores stay with this configuration. Context-only references | DeepDTA: Deep Drug-Target Binding Affinity Prediction (arXiv:1801.10193v2) ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1801.10193v2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the retrieved original artifact bytes |
| Relationship: subject atom3d-method-zt-rk-et-al-2018 Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: subject atom3d-method-zt-rk-et-al-2018 Context-only references | DeepDTA: Deep Drug-Target Binding Affinity Prediction (arXiv:1801.10193v2) ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8. Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1801.10193v2 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the retrieved original artifact bytes |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
2 source records 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
- DeepDTA: Deep Drug-Target Binding Affinity Prediction (arXiv:1801.10193v2) · Original source · 1801.10193v2
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-7a1a564899b024c2ca64
- areas
- molecular-interactions
- field
- links:family:identity-model-deepdta
- target id
- identity-model-deepdta
- source locator
- ATOM3D §5.1, p.7; App. F.5 and F.6, p.24. DeepDTA arXiv:1801.10193v2 Proposed model, PDF pp.7-8.
- review
- method: automated_source_review; date: 2026-09-24; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. ATOM3D retrained DeepDTA with the original hyperparameters. Family attribution only: the retrained weights and their LBA and LEP scores stay with this configuration.
Related records
- subject: DeepDTA (ATOM3D baseline)