ActiveScope introduces Semantic Anchor Localization (SAL) and Interference-Suppressed Refinement (ISR) to address semantic bias and contextual dominance in MLLMs, reporting 96.34% accuracy on V* Bench.
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ActiveScope: Actively Seeking and Correcting Perception for MLLMs
ActiveScope introduces Semantic Anchor Localization (SAL) and Interference-Suppressed Refinement (ISR) to address semantic bias and contextual dominance in MLLMs, reporting 96.34% accuracy on V* Bench.