VIScore, a product of veracity, influence, and sobriety diagnostics, ranks planning success of latent world models with pooled Spearman correlation above 0.75 on held-out pools, outperforming straightness, physical-state probing, and empowerment.
The frozen mapping is fit on the three supported development tasks only
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VIScore: Diagnosing Planning-Relevant Quality in Latent World Models
VIScore, a product of veracity, influence, and sobriety diagnostics, ranks planning success of latent world models with pooled Spearman correlation above 0.75 on held-out pools, outperforming straightness, physical-state probing, and empowerment.