Update dataset card with task category, paper link and GitHub repository

Hi! I'm Niels from the community science team at Hugging Face.

This PR improves the dataset card by:
- Updating the `task_categories` to `graph-ml`.
- Linking the dataset to the associated paper: [Protein Fold Classification at Scale: Benchmarking and Pretraining](https://huggingface.co/papers/2605.18552).
- Adding a link to the official GitHub repository.

These changes help researchers discover and use this dataset more effectively within the Hugging Face ecosystem.

README.md

@@ -1,21 +1,19 @@
 ---
+language:
+- en
 license: bsd-3-clause
+size_categories:
+- 10K<n<100K
 task_categories:
-  - other
-task_ids:
-  - multi-class-classification
-language:
-  - en
-tags:
-  - protein
-  - structure
-  - fold-classification
-  - tedbench
-  - cath
-  - experimental
+- graph-ml
 pretty_name: TEDBench-CATH
-size_categories:
-  - 10K<n<100K
+tags:
+- protein
+- structure
+- fold-classification
+- tedbench
+- cath
+- experimental
 ---
 
 # TEDBench-CATH (CATH 4.4 external test set)
@@ -23,8 +21,11 @@ size_categories:
 External test set derived from **CATH 4.4** experimental structures (40 %
 non-redundant set), used to evaluate TEDBench models on crystallographic data.
 
-Part of the [TEDBench](https://github.com/BorgwardtLab/TEDBench) benchmark
-(ICML 2026).
+This dataset is part of the **TEDBench** benchmark, introduced in the paper [Protein Fold Classification at Scale: Benchmarking and Pretraining](https://huggingface.co/papers/2605.18552).
+
+**Links:**
+- **Code:** [https://github.com/BorgwardtLab/TEDBench](https://github.com/BorgwardtLab/TEDBench)
+- **Paper:** [https://huggingface.co/papers/2605.18552](https://huggingface.co/papers/2605.18552)
 
 ## Dataset statistics
 
@@ -93,4 +94,4 @@ predictions).
 
 ## License
 
-BSD-3-Clause
+BSD-3-Clause