Initial dataset card for WorldModelBench

Adds an initial dataset card for WorldModelBench, linking to the paper and project page.

README.md

@@ -0,0 +1,10 @@
+---
+task_categories:
+- video-text-to-text
+language:
+- en
+---
+
+This dataset is for evaluating world modeling capabilities of video generation models, as described in the paper [WorldModelBench: Judging Video Generation Models As World Models](https://hf.co/papers/2502.20694).
+
+*   **Project Page:** [https://worldmodelbench-team.github.io](https://worldmodelbench-team.github.io/)