Bits-Per-Byte Metric

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Bits-Per-Byte Language Modeling Scoremethod0.815
  Language model performance metric used in cross-modal alignment experiments to rank LLM competence
• Target vs. Off-Target Probe Area Metricmethod0.711
  Metric introduced to quantify steering selectivity by comparing the area of target and off-target concept probes.
• Binary Relationconcept0.710
  Fundamental structure (G, M, R) modeling objects with attributes; gives rise to polar maps and concept lattices.
• ESR Rate (metric)concept0.710
  Primary metric: percentage of responses containing multiple attempts that successfully improve on the first attempt
• overbid frequency metricmethod0.709
  Fraction of auctions where the agent bids more than its total money, triggering wealth revelation.
• Multi-Attempt Rate (metric)concept0.706
  Secondary metric: percentage of responses containing multiple attempts, separating surface from actual self-correction
• Compliance Gap Metricmethod0.703
  Measures increase in non-compliant behavior (refusals or animal welfare support) when model is unmonitored vs. in training
• buy-right percentage metricmethod0.701
  Fraction of auctioneer decisions where the agent exercised buy-right.