Skip to content

Sync post-exclusion scores, figures, and whitepaper text - #82

Open
andalibmalit wants to merge 3 commits into
mainfrom
update-website-post-exclusion
Open

andalibmalit wants to merge 3 commits into
mainfrom
update-website-post-exclusion

Conversation

@andalibmalit

Copy link
Copy Markdown
Contributor

Summary

  • Refreshes public/data/model_scores.json and public/figures/ from the regenerated humanebench artifacts (12 hallucination-prone scenarios excluded; n=788). Per-principle score shifts are concentrated in design-for-equity-and-inclusion (10 items) and be-transparent-and-honest (2 items); a few HumaneScores move by 0.01 through rounding.
  • whitepaper.md: dataset count 800 → 788 in the methodology section; new "A note on the dataset" entry under Limitations explaining the exclusion; Gemini 2.5 Pro Finding-6 baseline corrected 0.77 → 0.76.
  • ModelDetailPage.vue: refreshes nine per-model steerability blurbs whose HumaneScore-derived numbers shifted with the new data (gpt-5.1, claude-sonnet-4, claude-sonnet-4.5, deepseek-v3.1-terminus, gemini-3-pro-preview, llama-3.1-405b-instruct, gpt-4.1, gemini-2.5-pro, grok-4); the other six match unchanged.
  • The headline "+16% average improvement" claim is unchanged: derives from AVERAGE((good - baseline) / baseline), which still evaluates to +16.2% post-exclusion.
  • Removes orphan public/figures/scoregrid_composite.svg (composite scoring was previously dropped upstream).

Companion PR in humanebench: adds the model_scores.json exporter + extends the publish script so future syncs are one command.

Test plan

  • npm run serve — render whitepaper page, confirm:
    • methodology says "788 realistic scenarios"
    • Limitations section shows the dataset note
    • Finding 6 reads "Gemini 2.5 Pro … 0.76 baseline … −0.72"
    • ScoreGrid / ScoreCarousel panels load (data/model_scores.json)
    • steerability_candlestick.svg and helm_humanebench_comparison.png render
  • Open a model detail page (e.g. /models/grok-4) and confirm the steerability blurb numbers match the chart numbers
  • Spot-check that design-for-equity-and-inclusion and be-transparent-and-honest columns in the heatmap reflect new values

🤖 Generated with Claude Code

andalibmalit and others added 2 commits May 4, 2026 13:22
Refreshes model_scores.json and figures/ from the regenerated humanebench
artifacts (12 hallucination-prone scenarios excluded; n=788). Per-principle
score shifts are concentrated in design-for-equity-and-inclusion (10 items)
and be-transparent-and-honest (2 items); a few HumaneScores move by 0.01
through rounding.

whitepaper.md: dataset count 800 -> 788 in the methodology section, and a
new "A note on the dataset" entry under Limitations explaining the 12
exclusions.

ModelDetailPage.vue: refresh nine per-model steerability blurbs whose
HumaneScore-derived numbers shifted with the new data (gpt-5.1,
claude-sonnet-4, claude-sonnet-4.5, deepseek-v3.1-terminus,
gemini-3-pro-preview, llama-3.1-405b-instruct, gpt-4.1, gemini-2.5-pro,
grok-4). The other six match the new data unchanged.

The headline "+16% average improvement" claim is unchanged: it derives from
the spreadsheet formula AVERAGE((good - baseline) / baseline), which still
evaluates to +16.2% post-exclusion.

Removes orphan public/figures/scoregrid_composite.svg (composite scoring
was previously removed from the upstream repo).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Post-exclusion HumaneScore for gemini-2.5-pro is 0.7645 -> 0.76 at 2-decimal
precision; the prior 0.77 reflected the pre-exclusion JSON value. -0.72 bad
persona figure is unchanged.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
@andalibmalit
andalibmalit requested a review from a team as a code owner May 4, 2026 17:31
@cloudflare-workers-and-pages

cloudflare-workers-and-pages Bot commented May 4, 2026

Copy link
Copy Markdown

Deploying humanebench-prod with  Cloudflare Pages  Cloudflare Pages

Latest commit: 1eca729
Status: ✅  Deploy successful!
Preview URL: https://6a79898b.humanebench-prod.pages.dev
Branch Preview URL: https://update-website-post-exclusio.humanebench-prod.pages.dev

View logs

@andalibmalit
andalibmalit enabled auto-merge May 4, 2026 17:35
Re-publishes the three ScoreGrid heatmap SVGs after fixing the upstream
scoregrid generator (humanebench PR #70 / commit makes it read canonical
post-exclusion CSVs instead of pre-exclusion .eval headers). All 405 cells
across baseline / good_persona / bad_persona SVGs now match
public/data/model_scores.json exactly. Most visible change: gemini-2.5-pro
baseline HumaneScore 0.77 -> 0.76, lining up with the prose fix in
whitepaper Finding 6.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant