Update README.md

README.md

@@ -8,9 +8,12 @@ datasets:
 language:
 - en
 pipeline_tag: graph-ml
-papers:
-  - title: "Topological Feature Compression for Molecular Graph Neural Networks"
-  - url: https://huggingface.co/papers/2508.07807
+model-index:
+- name: PactNet
+  results: []
+  papers:
+    - title: "Topological Feature Compression for Molecular Graph Neural Networks"
+      url: https://huggingface.co/papers/2508.07807
 ---
 # PACT-Net (NeurIPS 2025)
 
@@ -26,6 +29,4 @@ python main.py --model polyatomic --rep polyatomic --dataset esol
   year      = {2025},
   note      = {Poster presentation}
 }
-```
-
-URL: https://huggingface.co/papers/2508.07807
+```