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
  ☆154Updated 7 months ago
• bo-miao / SgMg
  [ICCV 2023] Spectrum-guided Multi-granularity Referring Video Object Segmentation.
  ☆109Updated 5 months ago
• yongliu20 / QDMN
  [ECCV2022] Learning Quality-aware Dynamic Memory for Video Object Segmentation
  ☆121Updated 2 years ago
• Mark12Ding / SAM2Long
  [ICCV 2025] SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
  ☆517Updated 2 months ago
• naver / shine
  [CVPR'24 Highlight] SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
  ☆97Updated last year
• LeapLabTHU / Rank-DETR
  [NeurIPS 2023] Rank-DETR for High Quality Object Detection
  ☆103Updated last year
• DAMO-NLP-SG / VideoRefer
  [CVPR 2025] The code for "VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM"
  ☆268Updated last month
• whwu95 / GPT4Vis
  GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?
  ☆184Updated last year
• niejiahao1998 / MMRel
  ☆30Updated 10 months ago
• Yangr116 / BoxSnake
  [ICCV 2023] BoxSnake official repository.
  ☆63Updated last year
• zhang-tao-whu / DVIS_Plus
  ☆128Updated last year
• zwq456 / CLIP-VIS
  [IEEE TCSVT] Official Pytorch Implementation of CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation.
  ☆47Updated 9 months ago
• FoundationVision / Groma
  [ECCV2024] Grounded Multimodal Large Language Model with Localized Visual Tokenization
  ☆577Updated last year
• OpenGVLab / MUTR
  「AAAI 2024」 Referred by Multi-Modality: A Unified Temporal Transformers for Video Object Segmentation
  ☆82Updated 3 months ago
• yyliu01 / RPL
  [ICCV'23] Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
  ☆130Updated last year
• AIR-DISCOVER / TOIST
  [NeurIPS 2022] TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation
  ☆115Updated 2 years ago
• dongyh20 / Chain-of-Spot
  Chain-of-Spot: Interactive Reasoning Improves Large Vision-language Models
  ☆96Updated last year
• zhang-tao-whu / DVIS
  DVIS: Decoupled Video Instance Segmentation Framework
  ☆153Updated last year
• buxiangzhiren / VD-IT
  ☆44Updated last year
• tianrun-chen / Reason3D-PyTorch
  Reasoning 3D Segmentation - "segment anything"/grounding/part seperation in 3D with natural conversations.
  ☆84Updated 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'…
  ☆58Updated last year
• whwu95 / Text4Vis
  【AAAI'2023 & IJCV】Transferring Vision-Language Models for Visual Recognition: A Classifier Perspective
  ☆196Updated last year
• Tapall-AI / MeViS_Track_Solution_2024
  [CVPR 2024 Challenge] 1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation
  ☆32Updated 11 months ago
• RuijieZhu94 / mmdepth
  Monocular Depth Estimation Toolbox and Benchmark. [Arxiv'24 ScaleDepth, TCSVT'24 Plane2Depth, TIP'24 Binsformer]
  ☆86Updated 8 months ago
• DefaultRui / BEV-Scene-Graph
  [ICCV23] Bird’s-Eye-View Scene Graph for Vision-Language Navigation
  ☆119Updated last year
• OPPOMKLab / u-LLaVA
  u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model
  ☆134Updated 5 months ago
• deep-optimization / ScaleKD
  The official project website of "ScaleKD: Strong Vision Transformers Could Be Excellent Teachers" (ScaleKD for short, accepted to NeurIPS…
  ☆63Updated 8 months ago
• Restricted-Memory / RMem
  official repository of CVPR 2024 paper, RMem: Restricted Memory Banks Improve Video Object Segmentation
  ☆51Updated 8 months ago
• jiaosiyu1999 / MAFT-Plus
  ☆58Updated last year
• zhaohengyuan1 / Genixer
  (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator
  ☆114Updated 6 months ago