PAWBench Study: Current World Models Fail to Match Reference Behavior Distributions

Yuandong Pu · hf · 2026-08-28

The study introduces PAWBench and PAWEval to evaluate video generators as stochastic samplers. It formalizes probabilistic alignment for world models and finds that current models fail to match reference behavior distributions.

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