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All SourcesarXiv
#LMM-as-a-judge

How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing

Intermediate
Huanyu Zhang, Xuehai Bai et al.Feb 2arXiv

VIBE is a new test that checks how well image-editing AI models follow visual instructions like arrows, boxes, and sketches—not just text.

#visual instruction following#image editing benchmark#deictic grounding