Visual-Language Understanding A
AI benchmark · Multimodal
- Publisher
- Scale Labs Static RSC
- Domains
- Multimodal
- Tier
- A why
- Snapshot
What is Visual-Language Understanding?
Scale’s SEAL Leaderboard evaluates top models’ visual-language understanding, testing perception, logic, calculation, and common sense.
Tier A
A
Widely used: a lab reports it, or 50 or more models are scored on 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.
- 53 models scored
- in curated RL directories (2 pts)
How we got to tier A
- Adoption: 53 models scored. Tier A.
- On X: unclear, none buzz No move.
- In curated RL directories: 2 points, a floor of C.
- 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.