Alternatives and similar repositories for AL-Ref-SAM2

Users that are interested in AL-Ref-SAM2 are comparing it to the libraries listed below

• cilinyan / VISA
  [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model
  ☆192Updated 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
• Meituan-AutoML / Lenna
  ☆85Updated last year
• LeapLabTHU / GSVA
  [CVPR2024] GSVA: Generalized Segmentation via Multimodal Large Language Models
  ☆149Updated last year
• showlab / VideoLISA
  [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
  ☆138Updated 9 months ago
• congvvc / HyperSeg
  [CVPR2025] Project for "HyperSeg: Towards Universal Visual Segmentation with Large Language Model".
  ☆170Updated 10 months ago
• baoxiaoyi / CoReS
  code for the paper "CoReS: Orchestrating the Dance of Reasoning and Segmentation"
  ☆18Updated 7 months ago
• hshjerry / VideoEspresso
  [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
  ☆124Updated 2 months ago
• appletea233 / LLaVA-ST
  [CVPR 2025] LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
  ☆73Updated 3 months ago
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆79Updated last year
• haochenheheda / LVVIS
  Large-Vocabulary Video Instance Segmentation dataset
  ☆95Updated last year
• PKU-ICST-MIPL / DyFo_CVPR2025
  ☆89Updated 2 months ago
• callsys / DynRefer
  [CVPR 2025] DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
  ☆52Updated 7 months ago
• mbzuai-oryx / VideoGLaMM
  [CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
  ☆86Updated 6 months ago
• rkzheng99 / ViLLa
  Video Reasoning Segmentation
  ☆25Updated 10 months ago
• nnnth / UFO
  [NeurIPS2025 Spotlight 🔥 ] Official implementation of 🛸 "UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Langu…
  ☆225Updated 3 weeks ago
• dvlab-research / VisionReasoner
  Vision Manus: Your versatile Visual AI assistant
  ☆284Updated last week
• Tavarich / Awesome-Referring-Video-Object-Segmentation
  A list of referring video object segmentation papers
  ☆52Updated 4 months ago
• clownrat6 / OpenVIS
  [AAAI 2025] Open-vocabulary Video Instance Segmentation Codebase built upon Detectron2, which is really easy to use.
  ☆24Updated 9 months ago
• MaverickRen / PixelLM
  [CVPR 2024] PixelLM is an effective and efficient LMM for pixel-level reasoning and understanding.
  ☆238Updated 8 months ago
• MCG-NJU / VideoChat-Online
  [CVPR 2025] Online Video Understanding: OVBench and VideoChat-Online
  ☆70Updated 2 weeks ago
• congvvc / InstructSeg
  [ICCV 2025] Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"
  ☆48Updated 8 months ago
• yongliang-wu / NumPro
  [CVPR2025] Number it: Temporal Grounding Videos like Flipping Manga
  ☆123Updated 2 weeks ago
• mc-lan / Text4Seg
  [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation
  ☆147Updated last month
• eric-ai-lab / GRIT
  Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
  ☆152Updated last week
• OpenGVLab / MUTR
  「AAAI 2024」 Referred by Multi-Modality: A Unified Temporal Transformers for Video Object Segmentation
  ☆82Updated 4 months ago
• Hon-Wong / Elysium
  [ECCV 2024] Elysium: Exploring Object-level Perception in Videos via MLLM
  ☆86Updated last year
• ncTimTang / AKS
  [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding
  ☆118Updated last month
• cilinyan / ReVOS-api
  [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model
  ☆19Updated last year
• ProvenceStar / PartGLEE
  [ECCV2024] PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects
  ☆52Updated last year