ResearchBenchmarksGeneral Multimodal Understanding on MME (Normalized Score)Follow66.63Normalized ScoreLLaVA-v1.515.295628.622841.9555.2772Oct 22, 2025Evaluation ResultsMethodMethodLinksNormalized ScoreLLaVA-v1.5Backbone Parameters=7BBackbone Parameters=7B2025.1066.63O-LoRA2025.1060.3Replay2025.1058.96MoELoRA2025.1058.26LwF2025.1050.87CIA2025.1050.65KORErank=256rank=2562025.1050.06KORErank=235rank=2352025.1049.84EWC2025.1048.57LoRA2025.1044.06Full-FTLearning Strategy=Fine...Learning Strategy=Fine-Tuning2025.1034.17SEFE2025.1017.27