ResearchBenchmarksCompositional generation on OneIG-BenchCompositional generation on OneIG-BenchFollow85.3NP ScoreUniT54.51662.50870.578.492Feb 12, 2026Evaluation resultsMethodMethodLinksNP ScoreT&P ScoreShort Generation ScoreMedium Generation ScoreLong Generation ScoreOverall ScoreUniT2026.0285.384.485.984.981.284.3Bagel+CoTChain-of-thought=text-...Chain-of-thought=text-only2026.0279.876.782.479.376.779Bagel2026.0277.673.478.276.975.976.4BLIP3-o2026.0271.967.175.471.267.470.6Janus-Pro2026.0255.753.360.954.851.555.2