Alternatives and similar repositories for UniVS

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

• jyLin8100 / GenSAM
  Code for AAAl 2024 paper: Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects
  ☆151Updated 4 months ago
• yongliu20 / QDMN
  [ECCV2022] Learning Quality-aware Dynamic Memory for Video Object Segmentation
  ☆122Updated 2 years ago
• bo-miao / SgMg
  [ICCV 2023] Spectrum-guided Multi-granularity Referring Video Object Segmentation.
  ☆109Updated 3 months ago
• Mark12Ding / SAM2Long
  [ICCV 2025] SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
  ☆493Updated last week
• DAMO-NLP-SG / VideoRefer
  [CVPR 2025] The code for "VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM"
  ☆235Updated 3 weeks ago
• niejiahao1998 / MMRel
  ☆29Updated 7 months ago
• naver / shine
  [CVPR'24 Highlight] SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
  ☆93Updated 11 months ago
• zhang-tao-whu / DVIS_Plus
  ☆120Updated last year
• whwu95 / GPT4Vis
  GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?
  ☆186Updated last year
• Yangr116 / BoxSnake
  [ICCV 2023] BoxSnake official repository.
  ☆64Updated last year
• dongyh20 / Chain-of-Spot
  Chain-of-Spot: Interactive Reasoning Improves Large Vision-language Models
  ☆96Updated last year
• Ivan-Tang-3D / ViewRefer3D
  (ICCV2023) Official implementation of 'ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance'…
  ☆57Updated last year
• AIR-DISCOVER / TOIST
  [NeurIPS 2022] TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation
  ☆115Updated 2 years ago
• FoundationVision / Groma
  [ECCV2024] Grounded Multimodal Large Language Model with Localized Visual Tokenization
  ☆574Updated last year
• tianrun-chen / Reason3D-PyTorch
  Reasoning 3D Segmentation - "segment anything"/grounding/part seperation in 3D with natural conversations.
  ☆82Updated last year
• RuijieZhu94 / mmdepth
  Monocular Depth Estimation Toolbox and Benchmark. [Arxiv'24 ScaleDepth, TCSVT'24 Plane2Depth, TIP'24 Binsformer]
  ☆86Updated 5 months ago
• PKU-YuanGroup / Next-Patch-Prediction
  ☆133Updated 6 months ago
• SunzeY / X-Prompt
  Official implementation of X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models
  ☆155Updated 7 months ago
• OpenGVLab / MUTR
  「AAAI 2024」 Referred by Multi-Modality: A Unified Temporal Transformers for Video Object Segmentation
  ☆81Updated last month
• kevin-ssy / CLIP_as_RNN
  Official Implementation for CVPR 2024 paper: CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
  ☆108Updated last year
• Restricted-Memory / RMem
  official repository of CVPR 2024 paper, RMem: Restricted Memory Banks Improve Video Object Segmentation
  ☆49Updated 5 months ago
• DefaultRui / BEV-Scene-Graph
  [ICCV23] Bird’s-Eye-View Scene Graph for Vision-Language Navigation
  ☆116Updated last year
• zhang-tao-whu / DVIS
  DVIS: Decoupled Video Instance Segmentation Framework
  ☆152Updated last year
• CircleRadon / TokenPacker
  The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025
  ☆257Updated last month
• hustvl / MaskAdapter
  [CVPR 2025] Official repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"
  ☆102Updated last week
• buxiangzhiren / VD-IT
  ☆44Updated 9 months ago
• PKU-YuanGroup / OpenS2V-Nexus
  OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
  ☆131Updated this week
• Oryx-mllm / Oryx
  [ICLR 2025] MLLM for On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
  ☆314Updated last week
• KainingYing / CTVIS
  ICCV'2023 | CTVIS: Consistent Training for Online Video Instance Segmentation
  ☆78Updated last year
• whwu95 / Text4Vis
  【AAAI'2023 & IJCV】Transferring Vision-Language Models for Visual Recognition: A Classifier Perspective
  ☆192Updated last year