A team benchmarks an approximate query but has no reference answers. Which comparison is most useful for measuring retrieval recall?

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  1. Compare its top-K results against exact top-K results for representative query vectors
  2. Compare returned document IDs with insertion order
  3. Compare index creation time with network latency
  4. Compare only SQL text lengths

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