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Are hands (or grippers) visible in the clip? Capture-QA eval for robot-training video, scored against a reviewed answer sheet (machine-graded provi...
Are these two clips the same underlying footage (possibly re-encoded, cropped, flipped, or brightness-shifted)? Duplicate/resell detection eval, go...
What percentage of this clip's frames are usable footage? Capture-yield eval with injected defects and gold by construction.
Was this footage really captured at its claimed frame rate, or upsampled from a lower one? Temporal-integrity eval with gold by construction.
Will a small 7B VLM get this capture-QA clip right, or must it escalate to a stronger judge? Router eval with measured gold.