SOTAVerified

Single-step retrosynthesis

Papers

Showing 2130 of 34 papers

TitleStatusHype
Learning to Make Generalizable and Diverse Predictions for Retrosynthesis0
MARS: A Motif-based Autoregressive Model for Retrosynthesis Prediction0
Mind the Retrosynthesis Gap: Bridging the divide between Single-step and Multi-step Retrosynthesis Prediction0
Models Matter: The Impact of Single-Step Retrosynthesis on Synthesis Planning0
Molecular Graph Enhanced Transformer for Retrosynthesis Prediction0
Energy-based View of Retrosynthesis0
G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer0
Human-in-the-loop for a Disconnection Aware Retrosynthesis0
A Graph to Graphs Framework for Retrosynthesis Prediction0
Learning Graph Models for Template-Free Retrosynthesis0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NAG2G (reaction class as prior)Top-1 accuracy67.2Unverified
2UAlign (reaction class as prior)Top-1 accuracy66.4Unverified
3MARS (reaction class as prior)Top-1 accuracy66.2Unverified
4RetroComposer (reaction class as prior)Top-1 accuracy65.9Unverified
5SemiRetro (reaction class as prior)Top-1 accuracy65.8Unverified
6O-GNN (reaction class as prior)Top-1 accuracy65.7Unverified
7Dual-TF (reaction class as prior)Top-1 accuracy65.7Unverified
8GraphRetro (reaction class as prior)Top-1 accuracy63.9Unverified
9LocalRetro (reaction class as prior)Top-1 accuracy63.9Unverified
10MEGAN (reaction class as prior)Top-1 accuracy60.7Unverified