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docs(evals): LongMemEval 2026-10-22 results on the merged main, with the development and validation split - #1872

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docs/evals-longmemeval-2026-10-22
Oct 22, 2026
Merged

diillson merged 5 commits into
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docs/evals-longmemeval-2026-10-22

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@diillson

@diillson diillson commented Oct 22, 2026 •

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What

Publishes two full LongMemEval-S runs after the recall changes (#1869, #1870, #1871): the run made on the branch before merging, and the definitive run on the merged main (6ece9b07). Results, summaries, the failure transcripts of the misses, the per-question development/validation split, and the harness as it was run. The README shows base, pre-merge and merged side by side.

Numbers (merged main)

  • 473/500 = 94.6% (95% CI 92.3–96.3%), against 454/500 = 90.8% on 2026-10-20.
  • Validation half, 260 questions never read: 243 = 93.5% (89.8–95.9%). The base run scored 237 on the same 260.
  • Against the base run on the same 500: 27 gained, 8 lost (sign test p = 0.002). Against the pre-merge run: 9 gained, 8 lost (p = 1.0).
  • Worse: abstention 27 → 25 of 30; cost per question US$0.087 → US$0.101; input tokens 71.3k → 77.6k. Tool calls per question 4.9 → 5.0.

The root READMEs (en, pt) quote the validation figure.

Checks

Results packs swept for credentials, tokens, e-mail addresses and local paths (none; paths are <scratch> and ~). Figures in the README were read from summary.json / summary-validation.json and from per-question comparisons of the three result files.

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github-actions Bot commented Oct 22, 2026 •

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Quality Gate

Result: ✅ all floors passed

Floor Status Result Δ vs main Budget
1 · Build & Static ✅ go build / vet / fmt / lint — —
2 · Coverage ✅ 69.6% (bootstrap) 0 ≥ baseline
3 · Patch coverage ⏭️ 100% (req ≥ 60%) — ≥ 60%
4 · AI smells ⏭️ diff scanned — —
5 · Scope budget ⚠️ 12 files / 1450 LOC (code 1302 + tooling 148) — warn 800·25
6 · E2E ⏭️ go test -race ./e2e/... — ≤ 15min
7 · Commit lint ✅ conventional commits — —
8 · Cyclo (new code) ⏭️ — — ≤ 30
9 · Secrets scan ✅ gitleaks — —
10 · i18n parity ✅ missing 0, unknown 0 — —
11 · CRD drift ✅ drifted: 0 — —
12 · License headers ⏭️ 0 missing — —
13 · API breaking ⏭️ 0 incompatible — —
14 · Binary size ⏭️ — — 100MB each
15 · Provider parity ✅ 14 providers · 0 violations — —

Config: .github/quality-gate.yml. Workflow: .github/workflows/quality-gate.yml.

@diillson diillson changed the title docs(evals): LongMemEval 2026-10-22 results, the development and validation split docs(evals): LongMemEval 2026-10-22 results on the merged main, with the development and validation split Oct 22, 2026
@diillson
diillson merged commit 31455a4 into main Oct 22, 2026
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