ResearchBenchmarksJoint Multiple Intent Detection and Slot Filling on MultiATIS (test)Joint Multiple Intent Detection and Slot Filling on MultiATIS (test)Follow0.954Slot F1GEMIS0.942560.945530.94850.95147Feb 9, 2026Evaluation resultsMethodMethodLinksSlot F1Intent AccOverall AccGEMISAoA=trueAoA=true2026.020.9540.9410.715GEMISAoA=falseAoA=false2026.020.9520.9340.711GL-GIN2026.020.9480.7450.583AGIF2026.020.9430.6820.602