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All SourcesarXiv
#causal reasoning

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

Scaling Behavior Cloning Improves Causal Reasoning: An Open Model for Real-Time Video Game Playing

Intermediate
Yuguang Yue, Irakli Salia et al.Jan 8arXiv

The paper teaches a game-playing AI to copy good human players (behavior cloning) and shows that simply scaling up the model and the data makes the AI reason more causally (it pays attention to what truly causes outcomes on screen).

#behavior cloning#causal reasoning#causal confusion