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Planned benchmark facet · ranking not published

Which models are best at data visualization?

Choose honest encodings and preserve units, baselines, and uncertainty.

This is the evaluation plan, not a model leaderboard.

No model order or score is shown. Candidate external benchmarks and planned first-party comparisons become evidence only after their exact release gates pass; retired benchmark grades are not reused.

First-party pairwise plan

Six distinct tasks for this facet

5

exploration tasks

Used for comparison coverage and calibrated refinement.

1

sealed holdout task

Kept out of model and judge tuning until release validation.

6

tasks in total

One of four equally weighted facets in this collection.

First-party, task-local pairwise comparisons with deterministic validators acting as hard gates. The final task remains sealed from model and judge tuning until release validation.

Collection-level external evidence map

Candidate benchmarks that can inform this skill

These sources are mapped to Presentations, Charts & Visual Communication, then identity-partitioned and lineage-deduplicated. They are supporting inputs, not a substitute for direct task-local pairwise results, and no score is reproduced on this page.

Artificial Analysis Aa Briefcase

AA-Briefcase presentation slices

Contracted export required
Evidence role
supporting
Maximum directness
60%
Declared subject
harnessed model
Usable lineages mapped
0

Capabilities: presentation requirement completion.

  • • contracted machine export required
  • • source is absent from the checked-in source registry

Design Arena

Slides and data-visualization arenas

Score feed not yet integrated
Evidence role
primary
Maximum directness
75%
Declared subject
foundation model
Usable lineages mapped
0

Capabilities: slide preference, data visualization preference.

  • • source is absent from the checked-in source registry

Microsoft Bizgeneval

BizGenEval

Reuse rights review required
Evidence role
supporting
Maximum directness
55%
Declared subject
foundation model
Usable lineages mapped
0

Capabilities: business visual quality.

  • • result-feed reuse rights require review
  • • source is absent from the checked-in source registry

Current blockers

Why no ranking is live

  • No approved combined collection artifact has been released.
  • The parent collection has not passed its publication gate.
  • No approved facet-level result artifact has been released.

Publication gate

What must pass first

  1. 1Combine at least one eligible external result with at least one first-party pairwise result.
  2. 2Retain at least 2 independent evidence lineages and 8 eligible model configurations.
  3. 3Complete at least 3 facet tasks with at least 80% required-task coverage.
  4. 4Show that this facet is materially distinct, then pass reliability and sealed-release stability checks.

Presentations, Charts & Visual Communication

Explore all four planned skills

Storyline and recommendation Build a logical narrative around a decision and audience. Slide content and action titles Write concise evidence-backed slides with meaningful action titles. Data visualization Choose honest encodings and preserve units, baselines, and uncertainty. Visual quality and editability Produce readable, coherent artifacts in the required editable form.
Back to Presentations, Charts & Visual Communication Sources and safeguards