research-document RFR-CD3E5789
Create a shared benchmark and decision threshold: Johannes Itten Revisited — Seven Color Contrasts Through Modern Vision Science
RFR-CD3E5789 — Create a shared benchmark and decision threshold: Johannes Itten Revisited — Seven Color Contrasts Through Modern Vision Science
Research opportunity
Create a shared benchmark and decision threshold for the claims or recommendations in “Johannes Itten Revisited — Seven Color Contrasts Through Modern Vision Science.”
Background
The originating artifact is accepted by the repository publishing inventory with status “active-research-package.” Its Cross-model synthesis section provides the immediate evidence boundary.
Evidence trace
- Origin document: content/projects/itten-color-contrasts/research-execution-package/REP_Visual_Engineering_Johannes_Itten_Modern_Color_Theory.md
- Section:
Cross-model synthesis - Specific assumption challenged: The source's treatment in “Cross-model synthesis” is sufficiently supported for its intended scope.
- Supporting evidence excerpt: “Model/family What it explains What it does not license --- --- --- Opponent processing post-cone chromatic coding, detection, adaptation relations a universal artist’s complement wheel or harmony Retinex / constancy accounts relational lightness/color under illumination exact appearance for every spatial display CIELA…”
- Reason this opportunity exists: How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Unknowns
- How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Dependencies
Suggested REP and methodology
- Suggested REP:
REP-REP-VE-ITTEN-001-BENCHMARK - Methodology: Curate representative cases, blind ground truth where possible, define baselines and uncertainty-aware metrics, and run reproducible benchmark evaluations.
- Expected outputs: Versioned benchmark, baseline implementations, scoring harness, datasheet, and adoption decision rule.
- Success criteria: Independent teams can reproduce scores and the benchmark discriminates meaningful quality differences without rewarding proxy gaming.
- Recommended agent:
research-engineering-agent - Estimated effort: Medium
- Expected knowledge gained: How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Evaluation
| Dimension | Score (1–5) |
|---|---|
| Knowledge gain | 4 |
| Potential impact | 4 |
| Cross-project reuse | 5 |
| Scientific importance | 5 |
| Dependency cost | 5 |
| Implementation difficulty | 3 |
| Frontier score | 392 |
Confidence in this opportunity: moderate. Status: Open.