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---
title: "Provenance-backed single-cell and biomedical benchmark enrichment batch."
task: ""
lineage_type: import
upstream_source: https://github.com/inoue0426/awesome-computational-biology/blob/7a064bf0/data/enrichment.benchmark-v2.yml
upstream_sha: 7a064bf0
imported_at: 2026-08-08
prompt_class: catalogue
upstream_changes: accepted
author: upstream
validated: false
---
# Provenance-backed single-cell and biomedical benchmark enrichment batch.
resources:
scmulan:
entities: [cell, gene]
methods: [language-model, transformer]
modalities: [epigenomics, multi-omics, proteomics, single-cell-rna-seq, transcriptomics]
tasks: [foundation-model-pretraining, representation-learning]
github: https://github.com/SuperBianC/scMulan
last_checked: 2026-08-08
metadata_sources:
- https://github.com/SuperBianC/scMulan
proteingym:
entities: [protein]
modalities: [protein-sequence]
tasks: [regression]
github: https://github.com/OATML-Markslab/ProteinGym
last_checked: 2026-08-08
metadata_sources:
- https://github.com/OATML-Markslab/ProteinGym
lincs_l1000:
entities: [cell, compound, gene]
modalities: [transcriptomics]
tasks: [perturbation-prediction]
last_checked: 2026-08-08
metadata_sources:
- https://lincsproject.org/LINCS/tools/workflows/find-the-best-place-to-obtain-the-lincs-l1000-data
prism:
entities: [cell, drug]
tasks: [drug-response-prediction]
last_checked: 2026-08-08
metadata_sources:
- https://depmap.org/portal/prism/
pharmgkb:
entities: [drug, gene, phenotype, variant]
modalities: [clinical, genomics]
tasks: [drug-response-prediction]
last_checked: 2026-08-08
metadata_sources:
- https://www.pharmgkb.org/