VisEditBench C
AI benchmark
- Tier
- C why
- Snapshot
What is VisEditBench?
VisEditBench measures how well vision-language models edit visualization code from multimodal feedback, covering feedback-guided chart repair and reference-guided restyling.
Coding mostly
“We introduce VisEditBench, a benchmark of 1,395 human-annotated visualization code-editing tasks grounded in realistic visualization workflows and failure cases.”
arxiv.org/abs/2608.10408v1 ↗“reference-guided restyling, where models modify code to match a target chart image.”
arxiv.org/abs/2608.10408v1 ↗
Paper: arxiv.org/abs/2608.10408v1 ↗
Tier C
Niche: a handful of models scored, or built by an RL vendor.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- 9 models scored
- in curated RL directories (1 pt)
How we got to tier C
- Adoption: 9 models scored. Tier C.
- Not yet read on X.
- In curated RL directories: 1 point, a floor of none.
- Confirmed: a line from its own site or paper places it.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Where VisEditBench sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-19 snapshot.