ATOM3D evaluation of DeepDTA (ATOM3D baseline), cited as [Öztürk et al., 2018], on Ligand binding affinity, root mean squared error, scored with RMSE.
The source table prints the tested method as [Öztürk et al., 2018]. Evidence for this identity: DeepDTA (ATOM3D baseline)
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: DeepDTA (ATOM3D baseline) (cited as [Öztürk et al., 2018]) | Task: ATOM3D LBA-RMSE: Ligand binding affinity, root mean squared error Dataset subset: ATOM3D LBA (ATOM3D split) | 1.56 rmse error · lower Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceDeepDTA (ATOM3D baseline) on ATOM3D LBA-RMSE: Ligand binding affinity, root mean squared error Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed. Aggregation: Not reported ATOM3D: Tasks On Molecules in Three Dimensions · Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed.
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16 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation RMSE Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.comparison.protocol_id atom3d-task-lba-rmse Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.origin author_reported Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.protocol Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed. Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_identity.display_name DeepDTA (ATOM3D baseline) on ATOM3D LBA-RMSE: Ligand binding affinity, root mean squared error Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_identity.original_description ATOM3D evaluation of [Öztürk et al., 2018] on Ligand binding affinity, root mean squared error, scored with RMSE. Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_identity.original_name [Öztürk et al., 2018] on ATOM3D LBA-RMSE: Ligand binding affinity, root mean squared error Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_identity.status resolved Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_identity.subject_id atom3d-method-zt-rk-et-al-2018 Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_label [Öztürk et al., 2018] Context-only references | ATOM3D: Tasks On Molecules in Three Dimensions Table 5, row(LBA RMSE), column([Öztürk et al., 2018]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: atom3d-evaluation-zt-rk-et-al-2018-lba-rmse