WorldOlympiad Benchmarks Video World Models on Physics, Geometry, and Interaction

WorldOlympiad evaluates video-based world models across three tracks: physical faithfulness (mechanics, thermal, material), geometric consistency via Gaussian splatting reconstruction, and long-horizon interaction fidelity. Existing benchmarks focus on visual quality and short-term coherence, leaving physical rule adherence largely unmeasured.