Alternatives and similar repositories for HallusionBench

Users that are interested in HallusionBench are comparing it to the libraries listed below

• RUCAIBox / POPE
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆243Updated 5 months ago
• junyangwang0410 / AMBER
  An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation
  ☆151Updated 2 years ago
• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆294Updated last year
• xieyuquanxx / awesome-Large-MultiModal-Hallucination
  😎 curated list of awesome LMM hallucinations papers, methods & resources.
  ☆150Updated last year
• shikiw / OPERA
  [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…
  ☆394Updated last year
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆193Updated last year
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆369Updated last year
• NishilBalar / Awesome-LVLM-Hallucination
  up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources
  ☆246Updated 3 months ago
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆320Updated last year
• YiyangZhou / LURE
  [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
  ☆156Updated last year
• open-compass / MMBench
  Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
  ☆281Updated 8 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆100Updated last year
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆98Updated last year
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆303Updated last year
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆103Updated 5 months ago
• BillChan226 / HALC
  [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
  ☆108Updated last year
• tsb0601 / MMVP
  ☆358Updated last year
• vlf-silkie / VLFeedback
  ☆101Updated 2 years ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆89Updated 11 months ago
• swordlidev / Evaluation-Multimodal-LLMs-Survey
  A Survey on Benchmarks of Multimodal Large Language Models
  ☆146Updated 6 months ago
• AILab-CVC / SEED-Bench
  (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.
  ☆359Updated last year
• LightChen233 / M3CoT
  ☆88Updated last year
• MMStar-Benchmark / MMStar
  [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"
  ☆202Updated last year
• shikiw / Awesome-MLLM-Hallucination
  Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)
  ☆99Updated last year
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆162Updated last year
• RifleZhang / LLaVA-Hound-DPO
  ☆155Updated last year
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆88Updated last year
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆85Updated last year
• Go2Heart / EchoSight
  [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.
  ☆77Updated this week
• llava-rlhf / LLaVA-RLHF
  Aligning LMMs with Factually Augmented RLHF
  ☆388Updated 2 years ago