Alternatives and similar repositories for DEEM

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

• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆57Updated 11 months ago
• haonan3 / V1
  V1: Toward Multimodal Reasoning by Designing Auxiliary Task
  ☆34Updated 3 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆77Updated last year
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆46Updated 8 months ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆55Updated 9 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆79Updated 8 months ago
• Mr-Loevan / FAST
  Fast-Slow Thinking for Large Vision-Language Model Reasoning
  ☆17Updated 3 months ago
• GaryStack / MMR-V
  Official repository of the video reasoning benchmark MMR-V. Can Your MLLMs "Think with Video"?
  ☆35Updated last month
• shiqichen17 / VLM_Merging
  Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)
  ☆68Updated 2 months ago
• NUS-TRAIL / NoisyRollout
  NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆83Updated 2 months ago
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆47Updated last year
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆57Updated 10 months ago
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆85Updated 10 months ago
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆63Updated 6 months ago
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆83Updated 6 months ago
• princetonvisualai / icons
  ☆19Updated 3 months ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆47Updated 9 months ago
• MJ-Bench / MJ-Bench
  Official implementation for "MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?"
  ☆46Updated 2 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆91Updated last year
• RifleZhang / LLaVA-Reasoner-DPO
  ☆85Updated 7 months ago
• 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…
  ☆81Updated 5 months ago
• GAIR-NLP / thinking-with-generated-images
  Doodling our way to AGI ✏️ 🖼️ 🧠
  ☆86Updated 2 months ago
• gzcch / Bingo
  ☆55Updated last year
• patrick-tssn / VideoHallucer
  VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
  ☆36Updated 4 months ago
• junyangwang0410 / HaELM
  An automatic MLLM hallucination detection framework
  ☆19Updated last year
• RayRuiboChen / Self-Filter
  ☆24Updated 3 weeks ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆70Updated this week
• xiangyu-mm / EasyGen
  The official code for paper "EasyGen: Easing Multimodal Generation with a Bidirectional Conditional Diffusion Model and LLMs"
  ☆74Updated 8 months ago
• aiming-lab / ReAgent-V
  ☆27Updated 2 months ago
• yaolinli / DeCo
  Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models
  ☆63Updated 3 weeks ago