# Hugging Face — Arc Virtual Cell Challenge: A Primer

- Company: Hugging Face (huggingface.co)
- Announced: 2025-07-18T00:00:00+00:00
- Subject: Platform
- Models affected: STATE, State Transition Model, State Embedding Model
- Source: https://huggingface.co/blog/virtual-cell-challenge
- Record: https://forck.live/items/1653-arc-virtual-cell-challenge-a-primer

This blog post serves as a primer for the Arc Virtual Cell Challenge, explaining the goal of training a model to predict the effect of gene silencing using CRISPR, describing the dataset, the modeling challenge, and the STATE baseline model released by Arc Institute.

## Evidence

Verbatim from https://huggingface.co/blog/virtual-cell-challenge:

> Arc Institute recently unveiled the Virtual Cell Challenge. Participants are required to train a model capable of predicting the effect of silencing a gene in a (partially) unseen cell type, a task they term context generalization.

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Record: https://forck.live/items/1653-arc-virtual-cell-challenge-a-primer
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