SOTAVerified

Forward reaction prediction

Forward reaction prediction pertains to the anticipatory determination of the probable product(s) of a chemical reaction, given specific reactants and reagents. This facilitates the optimization of research and development methodologies, curbs the extent of experimental speculation, and endorses greener chemistry practices by mitigating waste production.

Papers

Showing 1–4 of 4 papers

TitleStatusHype
Evaluating Molecule Synthesizability via Retrosynthetic Planning and Reaction Prediction—0
A Self-feedback Knowledge Elicitation Approach for Chemical Reaction PredictionsCode0
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task TuningCode2
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language ModelsCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SLM4CRPExact0.95—Unverified
2BioT5+Exact0.86—Unverified
3SLM4CRPExact0.76—Unverified
4SLM4CRPExact0.67—Unverified
5BioT5+Exact0.64—Unverified
6SLM4CRPExact0.28—Unverified
7BioT5+Exact0.26—Unverified