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ATOM3D

ATOM3D provides datasets and tooling for learning from three-dimensional molecular structures.

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At a glance

Explanatory profile: source reviewed · Automated source review, 2026-09-16. This does not change the review status of its results.

Data, procedure and scoring
PropertyDescription and evidence
Record typeTask suite and data toolingdrorlab/atom3d official source · README: Features; Usage / Downloading a dataset; Reference
InputsMolecular structures and task-specific labelsdrorlab/atom3d official source · README: Features; Usage / Downloading a dataset; Reference
Outputs and assessmentTask-specific molecular predictionsdrorlab/atom3d official source · README: Features; Usage / Downloading a dataset; Reference
DatasetsNot extracted or verified for this record.
OrganismsNot extracted or verified for this record.
AssaysNot extracted or verified for this record.
SplitsNot extracted or verified for this record.
AdaptationNot extracted or verified for this record.
BaselinesNot extracted or verified for this record.

How it works

Procedure overview

Conceptual overview of the cited procedure; consult the pinned source for executable settings.

Procedure overviewSelect task dataset. Then: Load molecular structures. Then: Fit task predictor. Then: Score task outputsSelect task datasetLoad molecular structuresFit task predictorScore task outputs
Read the diagram as text
  1. Select task dataset
  2. Load molecular structures
  3. Fit task predictor
  4. Score task outputs
drorlab/atom3d official source · README: Features; Usage / Downloading a dataset; Reference

Procedure

Select a molecular task and its dataset, load coordinates and labels, and use the task-specific splitting and evaluation instructions. The package supports structure files and LMDB datasets.

drorlab/atom3d official source · README: Features; Usage / Downloading a dataset; Reference

Tested models and results

Release 2026-09-16-d74d282221a9 · 0 evaluations · 0 metric rows. Different protocols are not a single leaderboard.

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Strengths and limitations

Strengths supported by sources

  • Reusable loading, filtering and splitting utilities support consistent structural-data handling.drorlab/atom3d official source · README: Features; Usage / Downloading a dataset; Reference

Limitations and conditions

  • The suite name alone does not specify a dataset, split, metric or permitted structural information.drorlab/atom3d official source · README: Features; Usage / Downloading a dataset; Reference
Profile review details

Primary-source description checked by an automated research assistant. This is a profile review, not an independent execution or numerical reproduction.

Stable record: discovery-benchmark-atom3d

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: discovered

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Technical metadata and extraction receipts

Stable ID: discovery-benchmark-atom3d

areas
molecular-interactions
entity level
suite
missing metadata
dataset release: unextracted; metric implementation: unextracted; split manifest: unextracted; version: unextracted
scope note
Specialist molecular or omics evaluation; protocol details require review before numerical comparison.
task
Three-dimensional molecular learning tasks
version
Not reported
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