TL;DR

The Hugging Face Official Benchmarks Map reads every dataset tagged as an official benchmark on Hugging Face, and every leaderboard attached to it, straight from the public API each time the page opens. On 28 October 2026 (17:36 KST) it showed:

Measure Value

Official benchmarks 52

Benchmarks with a leaderboard 45

Leaderboard entries 1,131

Distinct models 438

Organizations 104

Since our 24 October update (51 benchmarks, 1,118 entries), one benchmark and 13 entries were added. The newest field on the map is Retrieval , with BRIGHT, a reasoning-intensive retrieval benchmark.

What fields do the leaderboards cover?

Field Leaderboards

Agents & terminal 17

Science & knowledge 6

Coding 5

Documents & OCR 5

Law & finance 4

Vision & video 4

Math 3

Other 3

Retrieval 2

Speech 2

Robotics 1

Agent and terminal benchmarks are now the largest group by far: 17 of 52 leaderboards.…