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NagaYu/plumb-skipped-part-bench

Plumb — skipped-part degradation of gated egocentric perception Measurements from Plumb, an audit layer that sits on top of always-on perception gates (EPIC, EgoTrigger, Ego-METAS) and checks the part each gate skips: whether online adaptation silently degrades it, and whether enabling the layer can ever be worse than the gate alone. This is not an improvement to EPIC, EgoTrigger or Ego-METAS, and it claims no energy reduction. It is a test of a correctness condition, evaluated… See the full description on the dataset page: https://huggingface.co/datasets/NagaYu/plumb-skipped-part-bench.

Author / organizationNagaYu
License (as declared)mit
Downloads0 (as reported by Hugging Face)
Likes0
Created18 October 2026
Last updated at source18 October 2026
egocentricalways-on-perceptiongatingselection-biasmonotonicitynegative-resultssynthetic
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  • 18 Oct 2026 License: none → mit
  • 18 Oct 2026 Description: none → Plumb — skipped-part degradation of gated egocentric perception Measurements from Plumb, an audit layer that sits on top of always-on perception gates (EPIC, EgoTrigger, Ego-METAS) and checks the part each gate skips: whether online adaptat
  • 18 Oct 2026 Topics added egocentric, always-on-perception, gating, selection-bias, monotonicity, negative-results, synthetic

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