Update README.md

README.md

@@ -191,20 +191,73 @@ BALM-Benchmark is a comprehensive benchmark suite that combines multiple seminal
 
 <!-- Provide a longer summary of what this dataset is. -->
 
-Each dataset contains:
-- **Column A**
-- **Column B**
-- **Column C**
-- **...**
-
 - **Dataset Repository:** https://huggingface.co/datasets/BALM/BALM-benchmark
 - **Code Repository:** https://github.com/meyresearch/BALM
 - **Paper:** TBA
 - **Language(s) (NLP):** English
 - **License:** CC-BY-4.0
 
+### Dataset Columns
+
+- **BindingDB_filtered**:
+    - **Index** (`string`): Index of the ligand-target pair.
+    - **Drug_ID** (`string`): Index of the ligand from the TDC.
+    - **Drug** (`string`): Ligand sequence (i.e., SMILES string).
+    - **Target_ID** (`string`): Index of the target protein from the TDC.
+    - **Target** (`string`): Protein sequence (i.e., sequence of amino acids).
+    - **Y** (`float32`): binding affinity value in pKd.
+- **CATS**: 
+    - **Index** (`string`): Index of the ligand-target pair. 
+    - **Drug** (`string`): Ligand sequence (i.e., SMILES string).
+    - **IC50** (`float32`): binding affinity value in IC50. 
+    - **Target** (`string`): Protein sequence (i.e., sequence of amino acids).
+    - **Y** (`float32`): binding affinity value in pKd.
+- **HIF2A**:
+    - **Index** (`string`): Index of the ligand-target pair. 
+    - **Y** (`float32`): binding affinity value in pKd.
+    - **Drug** (`string`): Ligand sequence (i.e., SMILES string).
+    - **Target** (`string`): Protein sequence (i.e., sequence of amino acids).
+- **HSP90**:
+    - **Index** (`string`): Index of the ligand-target pair. 
+    - **Drug** (`string`): Ligand sequence (i.e., SMILES string).
+    - **IC50 (nM)** (`float32`): binding affinity value in IC50. 
+    - **Target** (`string`): Protein sequence (i.e., sequence of amino acids).
+    - **Y** (`float32`): binding affinity value in pKd.
+- **LeakyPDB**:
+    - **Index** (`string`): Index of the ligand-target pair. 
+    - **header** (`string`): TBA 
+    - **smiles** (`string`): TBA 
+    - **category** (`string`): TBA 
+    - **seq** (`string`): TBA 
+    - **resolution** (`float32`): TBA 
+    - **date** (`string`): TBA 
+    - **type** (`string`): TBA 
+    - **new_split** (`string`): TBA 
+    - **CL1** (`bool`): TBA 
+    - **CL2** (`bool`): TBA 
+    - **CL3** (`bool`): TBA 
+    - **remove_for_balancing_val** (`bool`): TBA 
+    - **kd/ki** (`string`): TBA 
+    - **value** (`float32`): TBA 
+    - **covalent** (`bool`): TBA 
+- **MCL1**:
+    - **Index** (`string`): Index of the ligand-target pair. 
+    - **Y** (`float32`): binding affinity value in pKd.
+    - **Drug** (`string`): Ligand sequence (i.e., SMILES string).
+    - **Target** (`string`): Protein sequence (i.e., sequence of amino acids).
+- **Mpro**:
+    - **Index** (`string`): Index of the ligand-target pair. 
+    - **Y** (`float32`): binding affinity value in pKd.
+    - **Drug** (`string`): Ligand sequence (i.e., SMILES string).
+    - **Target** (`string`): Protein sequence (i.e., sequence of amino acids).
+- **SYK**:
+    - **Index** (`string`): Index of the ligand-target pair. 
+    - **Y** (`float32`): binding affinity value in pKd.
+    - **Drug** (`string`): Ligand sequence (i.e., SMILES string).
+    - **Target** (`string`): Protein sequence (i.e., sequence of amino acids).
+
 
-### Dataset Sources 
+### Dataset Sources
 
 - **BindingDB_filtered**:
 - **CATS**: