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PFMBench

PFMBench provides protein foundation model evaluation across downstream tasks.

0 evaluations · 0 metric rows

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 suitebiomap-research/PFMBench official source · README: Overview; Features; Project Structure; Quick Start
InputsProtein representations and task-specific databiomap-research/PFMBench official source · README: Overview; Features; Project Structure; Quick Start
Outputs and assessmentStructure, function and other protein task metricsbiomap-research/PFMBench official source · README: Overview; Features; Project Structure; Quick Start
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 configuration. Then: Load model and data. Then: Train or score. Then: Evaluate taskSelect task configurationLoad model and dataTrain or scoreEvaluate task
Read the diagram as text
  1. Select task configuration
  2. Load model and data
  3. Train or score
  4. Evaluate task
biomap-research/PFMBench official source · README: Overview; Features; Project Structure; Quick Start

Procedure

Select a task, dataset, model and tuning configuration in its Hydra-based workflow. Keep fine-tuned tasks separate from zero-shot scoring procedures.

biomap-research/PFMBench official source · README: Overview; Features; Project Structure; Quick Start

Tested models and results

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

No evaluations linked in this release.

Strengths and limitations

Limitations and conditions

  • Task-specific data releases and metric settings require separate pinning; the task count is not a comparable scientific score.biomap-research/PFMBench official source · README: Overview; Features; Project Structure; Quick Start
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-pfmbench

Sources and history

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

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Technical metadata and extraction receipts

Stable ID: discovery-benchmark-pfmbench

areas
protein-function
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
Protein representation evaluation
version
Not reported
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