Alternatives and similar repositories for VL-RLHF:

Users that are interested in VL-RLHF are comparing it to the libraries listed below

• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆77Updated 11 months ago
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆229Updated 3 months ago
• vlf-silkie / VLFeedback
  ☆94Updated last year
• RifleZhang / LLaVA-Hound-DPO
  ☆134Updated 2 months ago
• RUCAIBox / POPE
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆193Updated 9 months ago
• 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"
  ☆160Updated 3 months ago
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆257Updated 4 months ago
• xieyuquanxx / awesome-Large-MultiModal-Hallucination
  😎 curated list of awesome LMM hallucinations papers, methods & resources.
  ☆146Updated 9 months ago
• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆266Updated 10 months ago
• deepcs233 / Visual-CoT
  [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …
  ☆202Updated 3 weeks ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆55Updated 2 months ago
• zjysteven / VLM-Visualizer
  Visualizing the attention of vision-language models
  ☆95Updated 2 months ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆77Updated 9 months ago
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆60Updated 2 months ago
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆251Updated 6 months ago
• thunlp / Muffin
  ☆59Updated 11 months ago
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆40Updated 6 months ago
• 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(…
  ☆265Updated 2 months ago
• junyangwang0410 / AMBER
  An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation
  ☆105Updated last year
• NiuTrans / Vision-LLM-Alignment
  This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…
  ☆96Updated 3 months ago
• LightChen233 / M3CoT
  ☆57Updated 7 months ago
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆87Updated 11 months ago
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated 10 months ago
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆90Updated 2 months ago
• open-compass / MMBench
  Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
  ☆173Updated 4 months ago
• X2FD / LVIS-INSTRUCT4V
  ☆132Updated last year
• OpenGVLab / MMT-Bench
  ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
  ☆96Updated 6 months ago
• BAAI-DCAI / Visual-Instruction-Tuning
  SVIT: Scaling up Visual Instruction Tuning
  ☆164Updated 6 months ago
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆76Updated 6 months ago
• pkunlp-icler / MIC
  MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU
  ☆44Updated last year