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  1. Home
  2. /Repositories
  3. /OpenDCAI/One-Eval
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

OpenDCAI/One-Eval

Automated system for LLM evaluation via agents. Doc as below:

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) · 58%PACE: A Proxy for Agentic Capability Evaluation →
  • PossiblePossibly related (embedding) · 53%Evaluate a model properly →
  • PossiblePossibly related (embedding) · 53%Hypothetically speaking... →
  • PossiblePossibly related (embedding) · 52%AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents →
  • PossiblePossibly related (embedding) · 52%A Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis →
  • PossiblePossibly related (embedding) · 59%LLM-as-a-Verifier: A General-Purpose Verification Framework →
  • PossiblePossibly related (embedding) · 47%LLM Judges Can Be Too Generous When There Is No Reference Answer →
  • PossiblePossibly related (embedding) · 48%Evals are the new PRD, Expedia’s AI chief tells VB Transform 2026 →

Implements

paperPACE: A Proxy for Agentic Capability EvaluationpaperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM AgentspaperA Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis

Related to

tutorialEvaluate a model properly

Covers

newsHypothetically speaking...

Implements (incoming)

paperLLM-as-a-Verifier: A General-Purpose Verification FrameworkpaperLLM Judges Can Be Too Generous When There Is No Reference Answer

Covers (incoming)

newsEvals are the new PRD, Expedia’s AI chief tells VB Transform 2026newsCan a MUD evaluate LLMs? A $99 proof of concept

Related across the graph

newsCan a MUD evaluate LLMs? A $99 proof of conceptpaperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM AgentspaperLLM-as-a-Verifier: A General-Purpose Verification FrameworkpaperLLM Judges Can Be Too Generous When There Is No Reference AnswerpaperPACE: A Proxy for Agentic Capability EvaluationnewsEvals are the new PRD, Expedia’s AI chief tells VB Transform 2026newsHypothetically speaking...paperA Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure DiagnosistutorialEvaluate a model properly
Knowledge path·NCan a MUD evaluate LLMs? A $99 proof of concept→PAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents→PLLM-as-a-Verifier: A General-Purpose Verification Framework→ROpenDCAI/One-Eval

Topics

agentagentsbenchmarkdatadata-analysisdata-scienceevaluationllmllmssglang

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Graph trust82Primary
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