Alternatives and similar repositories for SAVs

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

• maifoundations / Visionary-R1
  Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning
  ☆43Updated 6 months ago
• iancovert / locality-alignment
  ☆54Updated 11 months ago
• heliossun / SQ-LLaVA
  Visual self-questioning for large vision-language assistant.
  ☆45Updated 5 months ago
• FeipengMa6 / VLoRA
  [NeurIPS 2024] Visual Perception by Large Language Model’s Weights
  ☆55Updated 9 months ago
• HJYao00 / DenseConnector
  【NeurIPS 2024】Dense Connector for MLLMs
  ☆180Updated last year
• thunlp / DeepPerception
  DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
  ☆66Updated 7 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆99Updated last year
• MME-Benchmarks / MME-RealWorld
  ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
  ☆151Updated 2 months ago
• TempleX98 / MoVA
  [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context
  ☆169Updated last year
• palchenli / VL-Instruction-Tuning
  ☆92Updated 2 years ago
• Shengcao-Cao / groundLMM
  Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision
  ☆42Updated 2 months ago
• alibaba / conv-llava
  ☆124Updated last year
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆80Updated last year
• ant-research / DreamLIP
  [ECCV 2024] Official PyTorch implementation of DreamLIP: Language-Image Pre-training with Long Captions
  ☆136Updated 8 months ago
• kxfan2002 / SophiaVL-R1
  SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
  ☆88Updated 5 months ago
• OpenGVLab / LCL
  [NeurIPS 2024] Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
  ☆71Updated 11 months ago
• bronyayang / Law_of_Vision_Representation_in_MLLMs
  [COLM'25] Official implementation of the Law of Vision Representation in MLLMs
  ☆172Updated 3 months ago
• Yanqing0327 / MLLMs-Augmented
  The official implementation of 《MLLMs-Augmented Visual-Language Representation Learning》
  ☆31Updated last year
• UCSC-VLAA / VLAA-Thinking
  [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
  ☆146Updated 3 months ago
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated last year
• RifleZhang / LLaVA-Reasoner-DPO
  ☆109Updated last year
• yuhui-zh15 / VLMClassifier
  Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)
  ☆96Updated last year
• si0wang / VisVM
  ☆46Updated last year
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆109Updated 7 months ago
• yuecao0119 / MMInstruct
  [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…
  ☆62Updated last year
• XMUDeepLIT / AVG-LLaVA
  Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"
  ☆33Updated last year
• wuw2019 / LoTLIP
  [NeurIPS 2024] Official PyTorch implementation of LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
  ☆47Updated last year
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆48Updated last year
• GasolSun36 / MVP
  Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning
  ☆24Updated last year
• Dongping-Chen / ISG
  (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.
  ☆32Updated 5 months ago