AMAP-ML / LoopArena
Benchmarking models as runtime Controllers for Loop Engineering
Why this job: topics: evaluation, benchmark
What it does
Worker. The Controller reviews progress, assigns the next step, requests verification, and decides when to stop. Type II/III compare Controller models with a shared Worker, Reporter, task, budget, and source-native evaluator.
Get started
python -m pip install -e '.[gateway]'- Maintenance
- Active
- Last commit 26 days ago
- Stars
- 154
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 0% closed
- 2 still open
- Pull requests
- 0 merged
- 0 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| open-compass / opencompass | 7,577 | 3 days ago | Apache-2.0 | No downloads |
| suyoumo / ClawProBench | 829 | 2 months ago | Apache-2.0 | No downloads |
| OpenDCAI / One-Eval | 165 | 2 months ago | Apache-2.0 | No downloads |
More: languages, topics and project record
Languages
- Python 100%
- Shell <1%
Topics
- benchmark
- coding-agents
- evaluation
- llm
- loop-engineering
- software-engineering
Project record
- JobEvals and observability
- StatusListed
- Commits8
- Forks9
- Watching2
- Stars in 28 days+4
- CreatedAug 31, 2026
- First seen by usNov 7, 2026
- CheckedNov 8, 2026