ResearchBenchmarksMolecular Property Prediction on ZINC 12KFollow0.103MAEPRiSM0.102080.108290.11450.12071May 22, 2026Evaluation ResultsMethodMethodLinksMAEPRiSMBackbone=PNABackbone=PNA2026.050.103MAPBackbone=PNABackbone=PNA2026.050.104SignNetBackbone=PNABackbone=PNA2026.050.105OAPBackbone=PNABackbone=PNA2026.050.106PRiSMBackbone=GatedGCNBackbone=GatedGCN2026.050.11SignNetBackbone=GatedGCNBackbone=GatedGCN2026.050.121MAPBackbone=GatedGCNBackbone=GatedGCN2026.050.123OAPBackbone=GatedGCNBackbone=GatedGCN2026.050.126