SOTAVerified

Drug ATC Classification

Identification of compounds into the anatomical therapeutic chemical (ATC) system is crucial for drug development and basic research. It has been researched for over a decade since its initial proposal by Dunkel et al. in 2008. For a given compound, the task is to identify its ATC codes that are associated with its therapeutic, pharmacological, and chemical properties.

Papers

Showing 13 of 3 papers

TitleStatusHype
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learningCode0
Identifying the kind behind SMILES—anatomical therapeutic chemical classification using structure-only representationsCode0
Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associationsCode0
Show:102550

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ATC-CNNAbsolute False0.01Unverified
2GraphATCAbsolute False0.01Unverified