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ModelsReview pending

X-Cell (Xaira)

Also known as: X-Cell

Xaira’s 4.9-billion-parameter diffusion model for perturbation prediction with reported scaling laws (preprint); its claim to surpass linear baselines has not been peer reviewed. VC0033 · preprint VC0108

Review pending Version 0.1.0 · status: draft · last expert review: not yet reviewed

Relations

SubjectRelationObjectConfidenceEvidence (role)
X-Cellassociated withPerturbation response predictionmediumVC0033 · preprint supports
Preprint.
X-Cellbenchmarked onSimple linear baselinelowVC0033 · preprint supports VC0048 contradicts
X-Cell (preprint, not peer reviewed) claims to surpass linear baselines, whereas the Nature Methods benchmark found earlier deep models did not; VC0048 does not test X-Cell, so the “contradicts” role is a tension, not a refutation. Needs review.

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