Alternatives and similar repositories for InstructSeg

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

• lizhou-cs / mglmm
  ☆32Updated last year
• Rubics-Xuan / MRES
  This repo holds the official code and data for "Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentati…
  ☆72Updated last year
• SuleBai / SC-CLIP
  [TIP 2025] Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation
  ☆57Updated this week
• mbzuai-oryx / VideoGLaMM
  [CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
  ☆93Updated 8 months ago
• wuw2019 / LoTLIP
  [NeurIPS 2024] Official PyTorch implementation of LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
  ☆47Updated 11 months ago
• showlab / VideoLISA
  [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
  ☆143Updated 11 months ago
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆75Updated last year
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆80Updated last year
• cilinyan / ReVOS-api
  [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model
  ☆19Updated last year
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆109Updated 6 months ago
• eric-ai-lab / GRIT
  Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
  ☆165Updated 3 weeks ago
• cilinyan / VISA
  [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model
  ☆199Updated last year
• rkzheng99 / ViLLa
  Video Reasoning Segmentation
  ☆28Updated last year
• LeapLabTHU / GSVA
  [CVPR2024] GSVA: Generalized Segmentation via Multimodal Large Language Models
  ☆155Updated last year
• HVision-NKU / Cascade-CLIP
  Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
  ☆54Updated last year
• hanghuacs / FineCaption
  ☆37Updated 6 months ago
• leaves162 / CLIPtrase
  cliptrase
  ☆47Updated last year
• aim-uofa / SegAgent
  [CVPR2025] SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
  ☆88Updated 4 months ago
• mc-lan / ClearCLIP
  [ECCV2024] ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
  ☆95Updated 8 months ago
• Haochen-Wang409 / ross
  [ICLR'25] Reconstructive Visual Instruction Tuning
  ☆133Updated 8 months ago
• mc-lan / Text4Seg
  [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation
  ☆154Updated last month
• appletea233 / LLaVA-ST
  [CVPR 2025] LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
  ☆81Updated 5 months ago
• ProvenceStar / PartGLEE
  [ECCV2024] PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects
  ☆56Updated last year
• OpenGVLab / Mono-InternVL
  [CVPR 2025] Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
  ☆96Updated 5 months ago
• baoxiaoyi / CoReS
  code for the paper "CoReS: Orchestrating the Dance of Reasoning and Segmentation"
  ☆20Updated last month
• mc-lan / ProxyCLIP
  [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
  ☆112Updated 8 months ago
• clownrat6 / OpenVIS
  [AAAI 2025] Open-vocabulary Video Instance Segmentation Codebase built upon Detectron2, which is really easy to use.
  ☆25Updated 11 months ago
• Visual-AI / PruneVid
  [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models
  ☆63Updated 7 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…
  ☆178Updated 2 weeks ago
• jiaosiyu1999 / MAFT
  ☆59Updated last year