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General Multimodal Understanding on MME (Normalized Score)

66.63Normalized ScoreLLaVA-v1.5
15.295628.622841.9555.2772Oct 22, 2025

Evaluation results

MethodLinks
LLaVA-v1.5Backbone Parameters=7B2025.1066.63
O-LoRA2025.1060.3
Replay2025.1058.96
MoELoRA2025.1058.26
LwF2025.1050.87
CIA2025.1050.65
KORErank=2562025.1050.06
KORErank=2352025.1049.84
EWC2025.1048.57
LoRA2025.1044.06
Full-FTLearning Strategy=Fine-Tuning2025.1034.17
SEFE2025.1017.27