DataBench B

AI benchmark · Data

Publisher
Semeval2025 Task8 PDF Tables
Domains
Data
Tier
B why
Snapshot

What is DataBench?

Real-world tabular question-answering benchmark over many datasets, used in SemEval 2025 Task 8.

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.

  • 37 models scored
  • in curated RL directories (1 pt)

On X · unclear, low buzz, from 2 posts about DataBench in the last month

The few mentions concern Hex's own DataBench for data-analytics agents, possibly a different benchmark, described as strict and somewhat subjective; outside discussion is minimal.

@BerkeleyML ↗ · @isidoremiller ↗

How we got to tier B
  1. Adoption: 37 models scored. Tier B.
  2. On X: unclear, low buzz. “The few mentions concern Hex's own DataBench for data-analytics agents, possibly a different benchmark, described as strict and somewhat subjective; outside discussion is minimal.” No move.
  3. In curated RL directories: 1 point, a floor of none.
  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.