Update src/about.py

src/about.py

@@ -157,19 +157,19 @@ family_prediction_dataset_map = {
 }
 
 benchmark_specific_metrics = {
-    'similarity': ['sparse_MF_correlation', 'sparse_BP_correlation', 'sparse_CC_correlation', 'sparse_Ave_correlation',
+    'Semantic Similarity Inference': ['sparse_MF_correlation', 'sparse_BP_correlation', 'sparse_CC_correlation', 'sparse_Ave_correlation',
                   '200_MF_correlation', '200_BP_correlation', '200_CC_correlation', '200_Ave_correlation',
                   '500_MF_correlation', '500_BP_correlation', '500_CC_correlation', '500_Ave_correlation',
 ],
-    'function': {
+    'Ontology-based Function Prediction': {
         'aspect_types': ['MF', 'BP', 'CC'],
         'dataset_types': ['accuracy', 'F1', 'precision', 'recall']
     },
-    'family': {
+    'Drug Target Protein Family Classification': {
         'datasets': ['nc', 'uc30', 'uc50', 'mm15'],
         'metrics': ['F1', 'accuracy', 'mcc']
     },
-    'affinity': ['mse', 'mae', 'corr']
+    'Protein Protein Binding Affinity Estimation': ['mse', 'mae', 'corr']
 }
 
 color_dict = {