A 1,200-prompt benchmark across six world-knowledge domains reports that ten state-of-the-art text-to-video models average below 0.70 on a 0 to 1 scale for producing videos consistent with real-world knowledge.
Teaching video diffusion model with latent physical phenomenon knowledge
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T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation
A 1,200-prompt benchmark across six world-knowledge domains reports that ten state-of-the-art text-to-video models average below 0.70 on a 0 to 1 scale for producing videos consistent with real-world knowledge.