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Science Multiple-Choice Question Answering on ARC Challenge

91AccuracyBerr. Text
70.51275.83181.1586.469Feb 20, 2026

Evaluation results

MethodLinks
Berr. TextCollaboration space=Text-space, Description=Best text-space collaboration result2026.0291—
Berr. BLDescription=LLaDA-only baseline by Berrayana et al.2026.0287.5—
Berr. LatentCollaboration space=Latent-space, Description=Best latent-space DDLM→ARM result, Projector training=trained Linear-GELU-Linear projector on 35K domain-specific samples2026.0281—
LLaDA + Sonnet PlanPlan conditioning=Sonnet Plan2026.0275.23.9
LLaDADescription=LLaDA-only baseline2026.0271.3—