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Spatial Understanding on Spatial-MM latest (test)

44.31Spatial-MM (%)LLaVAflickr SiTe-ratio
40.867641.761342.65543.5487Dec 7, 2025

Evaluation results

MethodLinks
LLaVAflickr SiTe-ratioTraining Stage=Pretraining, Backbone Architecture=LLaVA-v1.5-7B, Data Augmentation Method=SiTe-ratio, Pretraining Dataset=Flickr30K2025.1244.31
LLaVASiTe-randTraining Stage=Pretraining, Backbone Architecture=LLaVA-v1.5-7B, Data Augmentation Method=SiTe-rand, Pretraining Dataset=558K2025.1243.78
Qwen2SiTe-ratioTraining Stage=Pretraining, Backbone Architecture=LLaVA-Qwen2-1.5B, Data Augmentation Method=SiTe-ratio, Pretraining Dataset=558K2025.1241