github search·simreal-mlbench
Simreal-MLBench
Simreal-MLBench: [Public preview] Externally scored agentic ML research benchmark: 60 tasks, real competition ground truth. Open protocol, operated evaluation.
AgentScore
16.6
0.00% vs last recompute
Adoption15.0
Quality—
Momentum60.0
Community15.4
Unrated pillars contribute zero
CapabilitiesMulti AgentResearch
LicenseApache 2.0
MaturityExperimental
Score breakdown
Headline plus the four pillars over time. Click any pillar below to see the signals feeding it.
Not enough score history in this window yet — try a wider one.
Pillar contributions
- GitHub stars63→ 30.1MCP registry listing0→ 0.0
Pillar = mean of 2 scaled values = 15.0.
Awaiting first reading — these signals apply to this agent and will be ingested on the next tier tick: PyPI monthly installs, SO questions (7d), Product Hunt upvotes, Docker Hub pulls, Crates.io downloads (90d), Tech-news mentions (30d)
Not applicable — this agent doesn't have the prerequisite (no GitHub repo, no HF mirror, etc.) for these signals to ever apply: HF downloads (30d), npm weekly installs
Embed badgeShow your AgentTape rank on your project README
Markdown
[](https://agenttape.com/agents/simreal-mlbench)
HTML
<a href="https://agenttape.com/agents/simreal-mlbench"><img src="https://agenttape.com/api/badge/simreal-mlbench.svg" alt="AgentTape" /></a>
Similar
Vibe-search via embedding cosine
Score envelope last computed 33m ago. Quality is Unrated — agent has no benchmark results yet.