veracellLV

Catalog

Benchmark catalog

Explore free and paid benchmark suites for evaluating predictions against biological ground truth.

AllFree suitesPaid suitesCRISPRiDrugCytokineOverexpressionCRISPR-KO
2 free suites / 1 paid suite / 6 hidden benchmarks

Labile Cell Benchmark

A paid benchmark suite for predicting treatment-induced gene-expression responses in human hair follicles, spanning four experimental studies.

Paid suite
Datasets
4
Readout
Bulk RNA-seq
Perturbations
Single agents + combinations
Access
Paid / by request
Hidden ground truthPricing on request
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ARC VCC 2025

Practice the evaluation workflow with the original validation and final-test datasets from Arc’s Virtual Cell Challenge.

Free suite
Datasets
2 / validation + final test
Cell context
H1 hESC
Perturbations
50 validation / 100 final test
Readout
Single-cell RNA-seq
2 datasetsFreeSource
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State-Tahoe-Filtered

Explore chemical-perturbation prediction one dataset at a time, using DMSO controls and the STATE HVG representation.

Free suite
Datasets
50 / c0–c49
Perturbation
Chemical / drug + dose
Control
DMSO
Prediction format
obsm["X_hvg"]
50 datasetsFreeSource
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K562_CRISPRi_250_v1

Featured

K562 / CRISPRi / 250 perturbations

CRISPRi
Cell line
K562
Perturbation
CRISPRi / single-gene
Conditions
250
Control
non-targeting
Gene set
Veracell-Human-18k-v1
Metric profile
minimal
Hidden ground truth available~6 min$2,400

Jurkat_CRISPRi_120_v2

Jurkat / CRISPRi / 120 perturbations

CRISPRi
Cell line
Jurkat
Perturbation
CRISPRi / single-gene
Conditions
120
Control
non-targeting
Gene set
Veracell-Human-18k-v1
Metric profile
vcc
Hidden ground truth available~5 min$1,800

iPSC_neuron_drug_64_v1

iPSC-neuron / Drug / 64 compounds

Drug
Cell line
iPSC-derived cortical neuron
Perturbation
Drug / 24h exposure
Conditions
64
Control
DMSO
Gene set
Veracell-Human-18k-v1
Metric profile
minimal
Hidden ground truth available~8 min$3,600

HepG2_cytokine_18_v1

HepG2 / Cytokine / 18 conditions

Cytokine
Cell line
HepG2
Perturbation
Cytokine / 6h exposure
Conditions
18
Control
PBS
Gene set
Veracell-Human-18k-v1
Metric profile
minimal
Hidden ground truth available~4 min$1,200

A549_OE_42_v1

A549 / Overexpression / 42 ORFs

Overexpression
Cell line
A549
Perturbation
ORF overexpression
Conditions
42
Control
GFP-control
Gene set
Veracell-Human-18k-v1
Metric profile
full
Hidden ground truth available~7 min$2,100

mESC_CRISPR_KO_88_v1

mESC / CRISPR-KO / 88 genes

CRISPR-KO
Cell line
Mouse ES cell
Perturbation
CRISPR knock-out
Conditions
88
Control
non-targeting
Gene set
Veracell-Mouse-21k-v1
Metric profile
minimal
New wet-lab run / 21d~5 min$1,500