# Simreal-AI/Simreal-MLBench

<https://repo.masters-masters.com/en/repos/Simreal-AI/Simreal-MLBench>

[Home](https://repo.masters-masters.com/en) › [Simreal-AI](https://repo.masters-masters.com/en/owners/Simreal-AI) › [Simreal-MLBench](https://repo.masters-masters.com/en/repos/Simreal-AI/Simreal-MLBench)

Simreal-AI/Simreal-MLBench has 269 stars on GitHub. Its RepoMasters card: Alpha tier. \[Public preview\] Externally scored agentic ML research benchmark: 60…

| Field | Value |
| --- | --- |
| Owner | [Simreal-AI](https://repo.masters-masters.com/en/owners/Simreal-AI) |
| Stars | 269 |
| Forks | 36 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | agentic, benchmark, benchmarking, calibration, llm, llm-agents, llms, metacognition-in-llms, rl-environment, rsi |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [Simreal-AI/Simreal-MLBench](https://github.com/Simreal-AI/Simreal-MLBench) |

## Repository

\[Public preview\] Externally scored agentic ML research benchmark: 60 tasks, real competition ground truth. Open protocol, operated evaluation.

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.