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World-Embedding-Dynamics-Retrieval

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@@ -348,8 +348,8 @@ dataset_info:
 World Embedding Dynamics Retrieval is the dynamics retrieval split of the
 [World Embedding Benchmark](https://arxiv.org/pdf/2610.03632). It contains
-1,900 simulation videos from 19 physics families. Each family is a Hugging Face dataset
-configuration with 100 examples.
 ## Usage
@@ -358,7 +358,6 @@ from datasets import load_dataset
 dataset = load_dataset(
     "World-Representation-Lab/World-Embedding-Dynamics-Retrieval",
-    "<config_name>",
     split="train",
 )
 ```

 World Embedding Dynamics Retrieval is the dynamics retrieval split of the
 [World Embedding Benchmark](https://arxiv.org/pdf/2610.03632). It contains
+1,900 simulation videos from 19 physics families. The family shards are loaded
+together as the default configuration.
 ## Usage
 dataset = load_dataset(
     "World-Representation-Lab/World-Embedding-Dynamics-Retrieval",
     split="train",
 )
 ```