IC-Seg is a multi-turn clarification framework with hierarchical GRPO optimization that resolves ambiguous queries in referring video object segmentation and introduces the Ambi-RVOS benchmark.
If after watching the video, you find that the target is not unique and you need to call the ’vlm_tool’
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Don't Guess, Just Ask: Resolving Ambiguity in Referring Segmentation via Multi-turn Clarification
IC-Seg is a multi-turn clarification framework with hierarchical GRPO optimization that resolves ambiguous queries in referring video object segmentation and introduces the Ambi-RVOS benchmark.