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[Leaderboard Update] Permute EQ - Claude Opus 5 - 90.58% Pass@1 - #95

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[Leaderboard Update] Permute EQ - Claude Opus 5 - 90.58% Pass@1#95
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@ericmillsio

@ericmillsio ericmillsio commented Sep 1, 2026

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[Leaderboard Update] Permute EQ - Claude Opus 5 - 90.58% Pass@1

This PR updates the Permute EQ submission from #88 as a followup from emails with the benchmark team.

Prompt assignment

  • Prompt 1: AG News, BookReview, CRMArenaPro, and Yelp
  • Prompt 2: all remaining queries except GITHUB_REPOS Q2
  • Revised Prompt 2: all five GITHUB_REPOS Q2 trials, following the clarified query wording

No query mixes prompt versions. CRM Q3, Q7, and Q9 all use the original Prompt 1.

Replacements

  • GITHUB_REPOS Q2: runs 0-4
  • crmarenapro Q3: runs 0, 1, 2, and 4
  • crmarenapro Q7: runs 0 and 1
  • crmarenapro Q9: runs 0, 1, and 3
  • stockmarket Q3: run 3

BookReview remains unchanged (the benchmark team confirmed its extraction error separately). The other 255 answer and trace pairs are unchanged from #88.

Revised result: 252/270 raw, 0.9058 stratified Pass@1.

Submission file: leaderboard_submissions/permute_eq.json
Traces: permute_eq_traces.zip

@Ruiying-Ma

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Hi @ericmillsio! Thanks for opening the PR.

We can accept the GITHUB_REPOS Q2 rerun, but not the crmarenapro Q3, Q7, and Q9 ones, because replacing only the trials that failed removes the very failures Pass@1 is meant to count.

This puts you at 0.8922 for now. We can put that on the leaderboard if you are okay with it. Alternatively, we are happy to re-audit if you rerun all 5 trials of those three queries under the same frozen setup and send whatever comes out, including the failures.

@ericmillsio

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Okay thank you clarification. Please hold off merging for now, I will be attempting reruns. Thanks!

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