Gray Swan IPI B
AI benchmark · Instruction Following
- Domains
- Instruction Following
- Tier
- B why
- Snapshot
Full listing name: Gray Swan IPI (15 attempts)
What is Gray Swan IPI?
Measures how often indirect prompt-injection attacks succeed within fifteen attempts. Lower scores mean greater resistance to the tested attacks.
Tier 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.
- no usage data
- in curated RL directories (1 pt)
- its family includes Gray Swan IPI — Combined Attack Set (tier A)
How we got to tier B
- Adoption: no usage data. Tier D.
- Not yet read on X.
- In curated RL directories: 1 point, a floor of none.
- Root of a benchmark family that includes Gray Swan IPI — Combined Attack Set (tier A): raised to B, one step below.
- 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.