A unified evaluation toolkit and leaderboard for rigorously assessing the scientific intelligence of large language and vision–language models across the full research workflow.
active 2025-12-03 → 2026-06-17 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 197 days from 2025-12-03 to 2026-06-17. Pushes: 25 total, peak 4 in a day. Pull requests: 5 total, peak 1 in a day. Issues: 5 total, peak 2 in a day. Comments: 12 total, peak 3 in a day. Stars: 31 total, peak 8 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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| gemini-code-assist[bot] | 14 | 0 | 0 | 11 |
| YihengWang828 | 10 | 7 | 1 | 1 |
| vaporhug | 8 | 8 | 0 | 0 |
| Hj-G | 8 | 8 | 0 | 0 |
| ch3n-s4ndy | 3 | 0 | 3 | 0 |
| bio-mlhui | 2 | 0 | 0 | 0 |
| suencgo | 1 | 0 | 1 | 0 |
| black-yt | 1 | 1 | 0 | 0 |
| SongWWWWWW | 1 | 0 | 0 | 0 |
| Guo-Wangxian | 1 | 1 | 0 | 0 |
| NielsRogge | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#9ch3n-s4ndy2026-02-07 03:03
- Pull request#8suencgo2026-02-05 09:56
- Pull request#7ch3n-s4ndy2026-02-04 13:42
- Issue comment#6gemini-code-assist[bot]2026-01-26 14:20Implement lazy loading of datasets and agents & add EarthLink agent
- Issue comment#5gemini-code-assist[bot]2026-01-19 07:50construct the framework of agent-v1
- Pull request#5YihengWang8282026-01-19 07:50
- Pull request#4ch3n-s4ndy2026-01-09 09:48
- Issue#3NielsRogge2026-01-08 01:55Release SciEval benchmark suite on Hugging Face
- Issue#2YihengWang8282026-01-05 08:35Does SciEvalKit support the evaluation of LLMs on text-only benchmarks such as MaScQA?
- Issue comment#2YihengWang8282026-01-05 08:35Does SciEvalKit support the evaluation of LLMs on text-only benchmarks such as MaScQA?
- Issue#2SongWWWWWW2026-01-04 09:38Does SciEvalKit support the evaluation of LLMs on text-only benchmarks such as MaScQA?
- Issue#1bio-mlhui2026-01-04 09:27qrcode expired
- Issue#1bio-mlhui2026-01-01 18:41qrcode expired
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 31 stars here means stars gained during the window, not the repo's star count.