Alternatives and similar repositories for Deco

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

• 1zhou-Wang / MemVR
  [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…
  ☆120Updated last week
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆50Updated 7 months ago
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆57Updated 6 months ago
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆120Updated 6 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 3 months ago
• Lackel / AGLA
  [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
  ☆33Updated 10 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆74Updated 6 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆74Updated 11 months ago
• BillChan226 / HALC
  [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
  ☆88Updated 6 months ago
• jungao1106 / ICoT
  [CVPR' 25] Interleaved-Modal Chain-of-Thought
  ☆45Updated last month
• LightChen233 / M3CoT
  ☆74Updated 11 months ago
• The-Martyr / CausalMM
  [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
  ☆30Updated 3 weeks ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆83Updated last year
• OpenSparseLLMs / CLIP-MoE
  CLIP-MoE: Mixture of Experts for CLIP
  ☆37Updated 7 months ago
• ADaM-BJTU / Mind_with_eyes_Awesome_MLLMs_Reasoning
  This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!
  ☆41Updated 2 months ago
• shikiw / Awesome-MLLM-Hallucination
  Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)
  ☆90Updated 6 months ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆68Updated 3 months ago
• nickjiang2378 / vl-interp
  Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)
  ☆73Updated last week
• UCSC-VLAA / VLAA-Thinking
  SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
  ☆112Updated last month
• Purshow / Awesome-LVLM-Hallucination
  ☆46Updated 6 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆77Updated 4 months ago
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆58Updated 4 months ago
• The-Martyr / Awesome-Modality-Priors-in-MLLMs
  Latest Advances on Modality Priors in Multimodal Large Language Models
  ☆19Updated 3 weeks ago
• Wild-Cooperation-Hub / Awesome-MLLM-Reasoning-Benchmarks
  A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
  ☆62Updated 2 months ago
• ys-zong / VL-ICL
  [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
  ☆56Updated 3 months ago
• IntelLabs / lvlm-interpret
  ☆80Updated 2 months ago
• xing0047 / cca-llava
  [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention
  ☆56Updated 5 months ago
• ywh187 / FitPrune
  ☆46Updated 3 weeks ago
• yu-rp / VisualPerceptionToken
  ☆84Updated 2 months ago
• junyangwang0410 / AMBER
  An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation
  ☆120Updated last year