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Summary
The article surveys segmenting robot video into actionable subtasks, highlighting the WGO-Bench benchmark and end-to-end pipelines for subtask annotation. It compares input strategies (frame-based, captioning, contact sheets) and prompting approaches, reveals cost and accuracy trade-offs, and presents a practical end-to-end recipe using Refiner with Gemini models.