Embedding textual instructions directly into images raises Qwen2.5-VL's POPE accuracy from 80.2 to 84.3 percent while pushing LLaVA-1.5 and InstructBLIP to near-random accuracy.
Kottke, How to harvest nearly infinite energy from a spinning black hole , https://kottke
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
UNVERDICTED 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models
Embedding textual instructions directly into images raises Qwen2.5-VL's POPE accuracy from 80.2 to 84.3 percent while pushing LLaVA-1.5 and InstructBLIP to near-random accuracy.