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@@ -56,6 +56,8 @@ ventral_dataset = load_dataset("cathv/batis_benchmark_2025", name="South_Africa"
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  combined_dataset = load_dataset("cathv/batis_benchmark_2025", name="USA_Summer", split="test")
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  ```
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  ## Dataset Configurations and Splits
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  The dataset contains the following four configurations :
@@ -142,7 +144,6 @@ The files `train_filtered.csv`, `test_filtered.csv` and `valid_filtered.csv` are
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  - **Curated by:** Catherine Villeneuve, Mélisande Teng, Benjamin Akera, David Rolnick
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  - **Language:** English
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- - **Homepage:**
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  - **Repository:** hhttps://huggingface.co/datasets/cathv/batis_benchmark_2025
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  - **Paper:**
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  combined_dataset = load_dataset("cathv/batis_benchmark_2025", name="USA_Summer", split="test")
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  ```
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+ The code to reproduce the experiments presented in the paper is available in our [GitHub repository](https://github.com/cath34/batis_benchmark_neurips_2025).
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  ## Dataset Configurations and Splits
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  The dataset contains the following four configurations :
 
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  - **Curated by:** Catherine Villeneuve, Mélisande Teng, Benjamin Akera, David Rolnick
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  - **Language:** English
 
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  - **Repository:** hhttps://huggingface.co/datasets/cathv/batis_benchmark_2025
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  - **Paper:**
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