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  1. Home
  2. /Repositories
  3. /AMAP-ML/LoopArena
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repoGitHubTrust 82 · PrimaryPublished 6d agoLive · 4d ago

AMAP-ML/LoopArena

Benchmarking models as runtime Controllers for Loop Engineering

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 50%Liquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together - MarkTechPost →
  • PossiblePossibly related (embedding) · 47%Best Local VLMs - July 2026 →
  • PossiblePossibly related (embedding) · 46%AI with Model-Based Design: Virtual Sensor Modeling →
  • PossiblePossibly related (embedding) · 46%Is it agentic enough? Benchmarking open models on your own tooling →

Covers

newsLiquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together - MarkTechPostnewsBest Local VLMs - July 2026newsAI with Model-Based Design: Virtual Sensor ModelingnewsIs it agentic enough? Benchmarking open models on your own tooling

Related across the graph

newsLiquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together - MarkTechPostnewsAI with Model-Based Design: Virtual Sensor ModelingnewsBest Local VLMs - July 2026newsIs it agentic enough? Benchmarking open models on your own tooling
Knowledge path·NLiquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together - MarkTechPost→NAI with Model-Based Design: Virtual Sensor Modeling→NBest Local VLMs - July 2026→RAMAP-ML/LoopArena

Topics

benchmarkcoding-agentsevaluationllmloop-engineeringsoftware-engineering

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