Alternatives and similar repositories for BenchLMM

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

• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆56Updated 9 months ago
• yfzhang114 / LLaVA-Align
  This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…
  ☆78Updated 4 months ago
• Shengcao-Cao / groundLMM
  Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision
  ☆41Updated 3 months ago
• pkunlp-icler / MIC
  MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU
  ☆47Updated last year
• JiuTian-VL / MoME
  [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
  ☆66Updated last month
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆45Updated 11 months ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆84Updated last year
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆68Updated last year
• ZhangYuanhan-AI / visual_prompt_retrieval
  [NeurIPS2023] Official implementation and model release of the paper "What Makes Good Examples for Visual In-Context Learning?"
  ☆177Updated last year
• yuhui-zh15 / VLMClassifier
  Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)
  ☆85Updated 8 months ago
• patrick-tssn / VideoHallucer
  VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
  ☆32Updated 2 months ago
• PVIT-official / PVIT
  Repository of paper: Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models
  ☆37Updated last year
• palchenli / VL-Instruction-Tuning
  ☆91Updated last year
• whwu95 / FreeVA
  FreeVA: Offline MLLM as Training-Free Video Assistant
  ☆60Updated last year
• heliossun / SQ-LLaVA
  Visual self-questioning for large vision-language assistant.
  ☆41Updated 8 months ago
• cliangyu / Cola
  [NeurIPS2023] Official implementation of the paper "Large Language Models are Visual Reasoning Coordinators"
  ☆105Updated last year
• RifleZhang / LLaVA-Reasoner-DPO
  ☆80Updated 5 months ago
• Lackel / AGLA
  [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
  ☆35Updated 11 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆88Updated last year
• shubhamprshr27 / NeglectedTailsVLM
  This repository houses the code for the paper - "The Neglected of VLMs"
  ☆28Updated last month
• zhangquanchen / VisRL
  VisRL: Intention-Driven Visual Perception via Reinforced Reasoning
  ☆29Updated last week
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆95Updated 3 weeks ago
• ys-zong / VL-ICL
  [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
  ☆58Updated 4 months ago
• AFeng-x / Draw-and-Understand
  [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want
  ☆77Updated 2 weeks ago
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated last year
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆76Updated last year
• yaolinli / DeCo
  ☆37Updated 11 months ago
• alibaba / conv-llava
  ☆115Updated 10 months ago
• pengts / VW-LMM
  ☆25Updated last year
• isekai-portal / Link-Context-Learning
  ☆97Updated last year