Alternatives and similar repositories for UFO

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

• congvvc / HyperSeg
  [CVPR2025] Project for "HyperSeg: Towards Universal Visual Segmentation with Large Language Model".
  ☆180Updated last year
• JIA-Lab-research / VisionReasoner
  Vision Manus: Your versatile Visual AI assistant
  ☆318Updated this week
• JIA-Lab-research / Seg-Zero
  Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"
  ☆597Updated 3 weeks ago
• jefferyZhan / Griffon
  Official repo of Griffon series including v1(ECCV 2024), v2(ICCV 2025), G, and R, and also the RL tool Vision-R1.
  ☆249Updated 6 months ago
• FoundationVision / GenerateU
  [CVPR2024] Generative Region-Language Pretraining for Open-Ended Object Detection
  ☆190Updated 10 months ago
• PolyU-ChenLab / UniPixel
  🔮 UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)
  ☆229Updated last month
• zamling / PSALM
  [ECCV2024] This is an official implementation for "PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model"
  ☆269Updated last year
• MaverickRen / PixelLM
  [CVPR 2024] PixelLM is an effective and efficient LMM for pixel-level reasoning and understanding.
  ☆253Updated last year
• 360CVGroup / FG-CLIP
  New generation of CLIP with fine grained discrimination capability, ICML2025
  ☆545Updated 3 months ago
• mc-lan / Text4Seg
  [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation
  ☆163Updated 3 months ago
• linkangheng / PR1
  [NeurIPS 2025] Official code implementation of Perception R1: Pioneering Perception Policy with Reinforcement Learning
  ☆285Updated 6 months ago
• appletea233 / AL-Ref-SAM2
  [AAAI 2025] AL-Ref-SAM 2: Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video…
  ☆91Updated last year
• x-cls / superclass
  [NeurIPS 2024] Classification Done Right for Vision-Language Pre-Training
  ☆227Updated 10 months ago
• PKU-ICST-MIPL / DyFo_CVPR2025
  ☆107Updated 5 months ago
• IDEA-Research / ChatRex
  Code for ChatRex: Taming Multimodal LLM for Joint Perception and Understanding
  ☆210Updated 3 months ago
• cilinyan / VISA
  [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model
  ☆205Updated last year
• eternaldolphin / LaMI-DETR
  [ECCV 2024] Official implementation of "LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction"
  ☆90Updated last month
• linhuixiao / Awesome-Visual-Grounding
  [TPAMI 2025] Towards Visual Grounding: A Survey
  ☆294Updated 2 months ago
• yayafengzi / LMM-HiMTok
  HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model
  ☆86Updated 6 months ago
• Meituan-AutoML / Lenna
  ☆86Updated 2 years ago
• Christinepan881 / DINO-R1
  ☆52Updated 7 months ago
• LeapLabTHU / GSVA
  [CVPR2024] GSVA: Generalized Segmentation via Multimodal Large Language Models
  ☆162Updated last year
• callsys / DynRefer
  [CVPR 2025] DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
  ☆58Updated 11 months ago
• mc-lan / Awesome-MLLM-Segmentation
  A curated list of publications on image and video segmentation leveraging Multimodal Large Language Models (MLLMs), highlighting state-of…
  ☆190Updated 3 weeks ago
• wusize / CLIPSelf
  [ICLR2024 Spotlight] Code Release of CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
  ☆201Updated 2 years ago
• xiaomoguhz / DeCLIP
  [CVPR 2025] DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
  ☆149Updated last month
• wanghao9610 / OV-DINO
  OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion
  ☆398Updated 11 months ago
• IDEA-Research / Rex-Thinker
  Rex-Thinker: Grounded Object Refering via Chain-of-Thought Reasoning
  ☆142Updated 7 months ago
• Fantasyele / LLaVA-KD
  [ICCV 2025] Official implementation of LLaVA-KD: A Framework of Distilling Multimodal Large Language Models
  ☆125Updated 3 months ago
• 360CVGroup / LMM-Det
  Make Large Multimodal Models excel in object detection, ICCV 2025
  ☆63Updated 6 months ago