CharXiv B

AI benchmark · Multimodal

Tier
B why
Snapshot

What is CharXiv?

A scientific chart reasoning benchmark that tests whether models can understand, interpret, and reason about complex scientific visualizations including plots, diagrams, and data charts.

Tier B

B

Established: 15 or more models scored, or curated RL directories rate it.

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.

  • 45 models scored
  • in curated RL directories (2 pts)

On X · unclear, low buzz, from 1 post about CharXiv in the last month

CharXiv appears only as one line in an unverified leaked Gemini benchmark sheet, with no discussion of the benchmark itself.

@DevvratHans ↗

How we got to tier B
  1. Adoption: 45 models scored. Tier B.
  2. On X: unclear, low buzz. “CharXiv appears only as one line in an unverified leaked Gemini benchmark sheet, with no discussion of the benchmark itself.” No move.
  3. In curated RL directories: 2 points, a floor of C.
  4. Not yet confirmed by a line from its own site or paper.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Not on the map yet: no line from its own site or paper places it in a domain.

Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.