ResearchBenchmarksGlobal optimization on Fluorescent molecular optimizationGlobal optimization on Fluorescent molecular optimizationFollow0.814HVLUMOS0.218080.372790.52750.68221Jan 20, 2026Evaluation resultsMethodMethodLinksHVEmission ValueStokes Shift (nm)Log EnergyPLQYMolecule CountSuccess Rate (NN)Success Rate (NN + DFT)LUMOS2026.010.814670.57225.25.238979352.28.1Gen-DL2026.010.383702.46158.045.19618525.91.2REINVENT42026.010.315610.18178.314.86492,60117.32.2QMO2026.010.241582.94155.84.8637785.714.3