Alternatives and similar repositories for POPE

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

• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆296Updated last year
• xieyuquanxx / awesome-Large-MultiModal-Hallucination
  😎 curated list of awesome LMM hallucinations papers, methods & resources.
  ☆150Updated last year
• YiyangZhou / LURE
  [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
  ☆156Updated last year
• tianyi-lab / HallusionBench
  [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…
  ☆325Updated 3 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆100Updated 2 years ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆105Updated 5 months ago
• allenai / aokvqa
  Official repository for the A-OKVQA dataset
  ☆109Updated last year
• junyangwang0410 / AMBER
  An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation
  ☆153Updated 2 years ago
• BillChan226 / HALC
  [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
  ☆107Updated last year
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆97Updated 2 years ago
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆375Updated last year
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆196Updated last year
• RifleZhang / LLaVA-Hound-DPO
  ☆155Updated last year
• LightChen233 / M3CoT
  ☆88Updated last year
• vlf-silkie / VLFeedback
  ☆101Updated 2 years ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆57Updated last year
• shikiw / OPERA
  [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…
  ☆397Updated last year
• lhanchao777 / LVLM-Hallucinations-Survey
  This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…
  ☆91Updated last year
• tsb0601 / MMVP
  ☆360Updated 2 years ago
• NishilBalar / Awesome-LVLM-Hallucination
  up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources
  ☆262Updated 4 months ago
• hendryx-scale / mhal-detect
  M-HalDetect Dataset Release
  ☆27Updated 2 years ago
• PLUM-Lab / MultiInstruct
  MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
  ☆134Updated 2 years ago
• open-compass / MMBench
  Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
  ☆286Updated 8 months ago
• LisaAnne / Hallucination
  ☆93Updated 6 years ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆85Updated last year
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆162Updated last year
• yfzhang114 / LLaVA-Align
  [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…
  ☆82Updated 11 months ago
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆52Updated last year
• open-vision-language / infoseek
  ☆68Updated 2 years ago
• bcdnlp / FAITHSCORE
  FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
  ☆32Updated 2 months ago