ResearchBenchmarksStructured data extraction and navigation on SchemaBenchStructured data extraction and navigation on SchemaBenchFollow80Chemistry FRMagentic-One-3.218.44061.6May 14, 2026Evaluation resultsMethodMethodLinksChemistry FRChemistry WCMLTables FRMLTables WCDISCOMAT FRDISCOMAT WCSWDE FRSWDE WCMagentic-One2026.0580956079100—6088MegaAgent2026.0560141100—40278801,222APWAvariant=mini×minivariant=mini×mini2026.051062101371010310104APWAvariant=mini×nanovariant=mini×nano2026.051075101910101095APWAvariant=5.4×nanovariant=5.4×nano2026.0510115102311018710128Direct2026.050350100—100—100—APWAvariant=5.4×minivariant=5.4×mini2026.050950183014710125