Alternatives and similar repositories for ControlMLLM:

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

• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆108Updated 4 months ago
• chancharikmitra / CCoT
  [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"
  ☆117Updated 9 months ago
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆80Updated 2 weeks ago
• Yxxxb / VoCo-LLaMA
  [CVPR 2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".
  ☆134Updated 2 weeks ago
• ywh187 / FitPrune
  ☆40Updated 2 months ago
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆54Updated 2 months ago
• HKUST-LongGroup / Awesome-MLLM-Benchmarks
  ☆107Updated last month
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆119Updated 10 months ago
• xing0047 / cca-llava
  [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention
  ☆50Updated 2 months ago
• HJYao00 / DenseConnector
  【NeurIPS 2024】Dense Connector for MLLMs
  ☆157Updated 5 months ago
• Liuziyu77 / RAR
  The official implementation of RAR
  ☆82Updated 11 months ago
• bronyayang / Law_of_Vision_Representation_in_MLLMs
  Official implementation of the Law of Vision Representation in MLLMs
  ☆151Updated 4 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"
  ☆168Updated 5 months ago
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆255Updated 5 months ago
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆48Updated 8 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆84Updated last year
• yuhui-zh15 / VLMClassifier
  Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)
  ☆77Updated 5 months ago
• dongyh20 / Insight-V
  [CVPR2025] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
  ☆155Updated this week
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆73Updated 4 months ago
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆57Updated 5 months ago
• yfzhang114 / MME-RealWorld
  ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
  ☆97Updated 2 weeks ago