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OpenKG-ORG avatar

OpenKG-ORG/EasyDetect

0
View on GitHub↗
64 stars·4 forks·Python·Apache-2.0·7 viewsopenkg-org.github.io/EasyDetect↗

EasyDetect

An Easy-to-use Hallucination Detection Framework for LLMs.

Features

  • Evaluation Benchmarks - Unified detection framework for multimodal hallucinations.
  • Hallucination Mitigation - Unified framework for detecting hallucinations in multimodal models.

Star history

Star history chart for openkg-org/easydetectStar history chart for openkg-org/easydetect

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with EasyDetect

These projects share indexed features with EasyDetect. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • junyangwang0410/haelmjunyangwang0410 avatar

    junyangwang0410/HaELM

    19View on GitHub↗

    An automatic MLLM hallucination detection framework

    Python
    View on GitHub↗19
  • junyangwang0410/amberjunyangwang0410 avatar

    junyangwang0410/AMBER

    169View on GitHub↗

    An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation

    Python
    View on GitHub↗169
  • bcdnlp/faithscorebcdnlp avatar

    bcdnlp/FAITHSCORE

    33View on GitHub↗

    FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

    Pythonevaluation-metricsfaithfulnesshallucination
    View on GitHub↗33
  • masaiahhan/correlationqaMasaiahHan avatar

    MasaiahHan/CorrelationQA

    8View on GitHub↗

    The official repository of the paper "The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs"

    Python
    View on GitHub↗8
Compare all 30 related projects→

Frequently asked questions

What does openkg-org/easydetect do?

An Easy-to-use Hallucination Detection Framework for LLMs.

What are the main features of openkg-org/easydetect?

The main features of openkg-org/easydetect are: Evaluation Benchmarks, Hallucination Mitigation.

Which projects share features with openkg-org/easydetect?

Projects with overlapping indexed features include: junyangwang0410/haelm — An automatic MLLM hallucination detection framework. masaiahhan/correlationqa — The official repository of the paper "The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs". bcdnlp/faithscore — FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models. junyangwang0410/amber — An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation. pku-yuangroup/chatlaw — ChatLaw is a specialized large language model legal assistant designed to provide automated consulting and question… datawhalechina/prompt-engineering-for-developers — This project is a technical curriculum and development guide focused on large language model prompt engineering,…