Benchmark Almanac

Hindsight Neglect

Only in system cards

Models judge whether a bet was worth taking based on expected value rather than its outcome. Scoring is accuracy.

Inverse Scaling Prize task where accuracy fell with scale for earlier models.

Made by Inverse Scaling Prize Language reasoning All tasks public Last in a system card Mar 2023 Last model added Mar 2023
Level
Everyday Most adults, without training
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Multiple choice
1
System card reports it, from 1 lab

No scores here yet

No lab, leaderboard or Epoch AI run has reported a score for Hindsight Neglect yet.

Labs report it only in system cards

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.

One system card reports it

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
14 Mar 2023 GPT-4 technical report Inverse scaling prize, hindsight neglect, accuracy, chart without printed numbers (Figure 3) Capabilities

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