KeyFrame-Compass introduces a benchmark of 386 curated video samples to assess how accurately keyframe‑conditioned models reproduce prescribed reference frames while preserving overall video quality. The benchmark reveals current limitations and offers a foundation for advancing keyframe‑guided video synthesis.