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Evaluation dataset for AI systems intended to benchmark capabilities foundational to scientific research in biology

active 2024-07-192026-04-21 (UTC)

Partial coverage16,968 / 21,596 hourly files (79%) · 2 absent upstream · 4,627 failed, retryable2024-02-242026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
103
Pushes
15
Pull requests
9
Issues
6
Stars
52
Forks
3

Activity over time

Daily event counts in the loaded window

Line chart, 642 days from 2024-07-19 to 2026-04-21. Pushes: 15 total, peak 4 in a day. Pull requests: 9 total, peak 2 in a day. Issues: 6 total, peak 2 in a day. Comments: 9 total, peak 3 in a day. Stars: 52 total, peak 1 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
jonlaurent14435
jamesbraza9222
nadolskit8800
geemi7254120
TKassis2001
mskarlin1010
Kushion321010
Belzedar941000
jasperhyp1001

Recent activity

Latest issues, pull requests and releases

  • Issue comment#11jonlaurent2025-09-06 18:19
    `doi.org` URLs should use HTTPS over HTTP
  • Issue comment#11jasperhyp2025-09-04 16:00
    `doi.org` URLs should use HTTPS over HTTP
  • Issue#12jamesbraza2025-07-18 00:35
    Trailing whitespace and/or newlines
  • Issue#9geemi7252025-06-12 22:55
    Dependency Installation
  • Pull request#10geemi7252025-06-12 22:55
  • Pull request#10geemi7252025-06-11 23:19
  • Issue comment#9jonlaurent2025-06-10 23:26
    Dependency Installation
  • Pull request#8Kushion322025-03-27 05:46
  • Issue comment#4jamesbraza2024-10-02 20:57
    Add opensource status for LitQA2
  • Pull request#4jamesbraza2024-10-02 20:57
  • Issue comment#7jonlaurent2024-09-18 23:06
    Docs request: why held out data in LitQA v2?
  • Issue#7jonlaurent2024-09-18 23:06
    Docs request: why held out data in LitQA v2?
  • Issue comment#7jonlaurent2024-09-18 23:02
    Docs request: why held out data in LitQA v2?
  • Issue#7jamesbraza2024-09-18 22:59
    Docs request: why held out data in LitQA v2?
  • Issue#6Belzedar942024-09-14 08:04
    Request to evaluate the new O1 models by OpenAI (O1-preview and O1-mini)
  • Issue comment#5jonlaurent2024-09-01 22:03
    Will there be some sort of leaderboard for this?
  • Issue comment#5TKassis2024-09-01 19:20
    Will there be some sort of leaderboard for this?
  • Issue comment#5jamesbraza2024-09-01 00:04
    Will there be some sort of leaderboard for this?
  • Issue#5TKassis2024-08-31 23:55
    Will there be some sort of leaderboard for this?
  • Pull request#4mskarlin2024-08-30 22:53
  • Pull request#3jonlaurent2024-08-20 20:14
  • Pull request#3jonlaurent2024-08-20 20:13
  • Pull request#2jonlaurent2024-08-19 22:54
  • Pull request#1jamesbraza2024-08-15 03:35

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 52 stars here means stars gained during the window, not the repo's star count.