ResearchBenchmarksMolecular Property Prediction on PCQM4M V2Molecular Property Prediction on PCQM4M V2Follow0.0235MAEESA0.018920.0498350.080750.111665Feb 16, 2024Jun 6, 2024Sep 25, 2024Jan 14, 2025May 5, 2025Aug 24, 2025Dec 13, 2025Evaluation resultsMethodMethodLinksMAEESA2024.020.0235GoMS_GTgraph_of_substructures...graph_of_substructures_network=Graph Transformer2025.120.078GoMS_MPNNgraph_of_substructures...graph_of_substructures_network=MPNN2025.120.08OSAN2025.120.0862Graphormer2025.120.087IDMPNN2025.120.0882ESAN2025.120.093FragNet2025.120.107GIN2025.120.1238CGNN2025.120.138