Vals Science Index D

AI benchmark · Agentic

Built by
Vals AI
Domains
Agentic
On X
@ValsAI ↗
Tier
D why
Snapshot

Open benchmark ↗vals.ai/benchmarks/science_index

What is Vals Science Index?

Vals Science Index averages three agentic science benchmarks (BioMysteryBench, MysteryMechanism, Terminal-Bench-Science) to score models on research work such as analyzing biological datasets, running experiments and terminal research workflows.

Who built Vals Science Index

Led by Vals AI.

    Lineage

    Benchmarks this one is built on and built from: versions, subsets, extensions and the indexes that combine them.

    Combines

    • BioMysteryBench

      “Vals Science Index averages three agentic science benchmarks (BioMysteryBench, MysteryMechanism, Terminal-Bench-Science) to score models on research work such as analyzing biological datasets, running experiments and terminal research workflows.”

    • MysteryMechanism

      “Vals Science Index averages three agentic science benchmarks (BioMysteryBench, MysteryMechanism, Terminal-Bench-Science) to score models on research work such as analyzing biological datasets, running experiments and terminal research workflows.”

    • Terminal-Bench-Science

      “Vals Science Index averages three agentic science benchmarks (BioMysteryBench, MysteryMechanism, Terminal-Bench-Science) to score models on research work such as analyzing biological datasets, running experiments and terminal research workflows.”

    Tier D · a leaderboard, listed apart

    D

    Long tail: little or no usage data yet.

    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)
    How we got to tier D
    1. Adoption: no usage data. Tier D.
    2. Not yet read on X.
    3. In curated RL directories: 1 point, a floor of none.
    4. Confirmed: a line from its own site or paper places it.
    5. Judged a leaderboard, arena or index rather than one benchmark (or not a benchmark at all): listed apart.

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

    Where Vals Science Index sits

    Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map

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    More Agentic AI benchmarks

    Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-20 snapshot.