Update README.md

README.md

@@ -534,7 +534,7 @@ then query similars based on the average embeddings (returned in 3.5s):
 (WIP)
 
 ## Validation by Docking-based Virtual Screening
-Validation by Docking-based Virtual Screening (DBVS) is finished, showing promising hit rates — ranging from 26% to 58% within the top 100 hits using averaged embeddings of nAChR α4β2 partial agonists, depending on the threshold applied. 
+Validation by Docking-based Virtual Screening (DBVS) is finished, showing promising hit rates — ranging from 26% to 58% within the top 100 similar compounds from SuperNatural3 using the averaged embeddings of nAChR α4β2 partial agonists, depending on the threshold applied. 
 However, some of the methods used are adapted from my undergraduate thesis, which is still in progress and pending publication. 
 Detailed results and methodologies will be fully disclosed after the thesis is published.