ResearchBenchmarksGeneral perception and cognition on MME sumGeneral perception and cognition on MME sumFollow1,695.6Cognition + Perception SumMARS1,517.1361,563.4681,609.81,656.132Feb 28, 2026Evaluation resultsMethodMethodLinksCognition + Perception SumMARS2026.021,695.6LoRArank=64rank=642026.021,662.4AdaLoRA2026.021,524