Update README.md

README.md

@@ -2,11 +2,74 @@
 license: cc-by-nd-4.0
 language:
 - en
+library_name: pytorch
 tags:
-- foundation-model
-- neuroscience
 - eeg
+- biosignal
 - mamba
+- state-space-model
+- cross-attention
+- foundation-model
+- self-supervised
+- masked-modeling
+- lejepa
+- topology-invariant
+- neuroscience
+datasets:
+- TUEG
+- TUAB
+- APAVA
+- TDBrain
+metrics:
+- balanced_accuracy
+- roc_auc
+- pr_auc
+thumbnail: https://raw.githubusercontent.com/pulp-bio/BioFoundation/refs/heads/main/docs/model/logo/LuMamba_logo.png
+model-index:
+  - name: LuMamba-Tiny
+    results:
+      - task:
+          type: time-series-classification
+          name: EEG Abnormality Detection
+        dataset:
+          type: TUAB
+          name: TUH EEG Abnormal Corpus (TUAB)
+        metrics:
+          - type: balanced_accuracy
+            value: 80.99
+            name: Balanced Accuracy (%)
+          - type: roc_auc
+            value: 0.883
+            name: AUROC
+          - type: pr_auc
+            value: 0.892
+            name: AUC-PR
+      - task:
+          type: time-series-classification
+          name: Alzheimer's Disease Detection
+        dataset:
+          type: APAVA
+          name: APAVA
+        metrics:
+          - type: roc_auc
+            value: 0.955
+            name: AUROC
+          - type: pr_auc
+            value: 0.970
+            name: AUC-PR
+      - task:
+          type: time-series-classification
+          name: Parkinson's Disease Detection
+        dataset:
+          type: TDBrain
+          name: TDBrain
+        metrics:
+          - type: roc_auc
+            value: 0.961
+            name: AUROC
+          - type: pr_auc
+            value: 0.960
+            name: AUC-PR
 ---
 <div align="center">
   <img src="https://raw.githubusercontent.com/danaebroustail/BioFoundation_Danae/refs/heads/lumamba/docs/model/logo/LuMamba_logo.png" alt="LuMamba Logo" width="800"/>
@@ -192,7 +255,14 @@ If you use LuMamba, please cite:
 - **Issues & support:** please open a GitHub issue in the BioFoundation repository.
 
 ---
+---
+
+## 🔗 Related Models
 
+- **[LUNA](https://huggingface.co/PulpBio/LUNA)** — Transformer-based topology-agnostic EEG foundation model (NeurIPS 2025). Source of the channel-unification cross-attention module that LuMamba reuses.
+- **[FEMBA](https://huggingface.co/PulpBio/FEMBA)** — Bidirectional Mamba foundation model for EEG. Source of the linear-complexity temporal backbone that LuMamba reuses.
+- **[TinyMyo](https://huggingface.co/PulpBio/TinyMyo)** — Tiny foundation model for flexible EMG signal processing at the edge.
+- 
 ## 🗒️ Changelog
 
 - **v1.0:** Initial release of LuMamba model card with task-specific checkpoints and instructions.