PAWBench Evaluates Video World Models via Probabilistic Alignment Distributional Criteria

PAWBench introduces a benchmark to measure if video generators recover the true distribution of physical behaviors rather than just single plausible trajectories. Current evaluation methods fail to test whether repeated generations under identical initial conditions correctly represent multi-modal physical outcomes.