Alternatives and similar repositories for MMCA

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

• linhuixiao / OneRef
  [NeurIPS 2024] OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling.
  ☆28Updated last week
• Dmmm1997 / C3VG
  [AAAI2025 selected as oral] - Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints
  ☆42Updated 4 months ago
• Dmmm1997 / SimVG
  [NeurIPS2024] - SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
  ☆99Updated 3 weeks ago
• HunterJ-Lin / WSOVOD
  Code release for "Weakly Supervised Open-Vocabulary Object Detection", AAAI2024
  ☆35Updated 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
• chenwei746 / EEVG
  ☆23Updated last year
• linhuixiao / HiVG
  [ACM MM 2024] Hierarchical Multimodal Fine-grained Modulation for Visual Grounding.
  ☆55Updated last week
• jiaosiyu1999 / MAFT-Plus
  ☆58Updated last year
• HVision-NKU / DenseVLM
  [ICCV 2025] Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction
  ☆48Updated last month
• linsun449 / cliper.code
  This repo is the official pytorch implementation of the paper: CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-V…
  ☆38Updated 2 months ago
• nhw649 / EOV-Seg
  [AAAI 2025] Official implementation of the paper "EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation"
  ☆33Updated 11 months ago
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆75Updated last year
• FishAndWasabi / Real-LOD
  Offical implementation of "Re-Aligning Language to Visual Objects with an Agentic Workflow"
  ☆30Updated 7 months ago
• jiaosiyu1999 / MAFT
  ☆59Updated last year
• HVision-NKU / MaskCLIPpp
  Official repository of the paper "High-Quality Mask Tuning Matters for Open-Vocabulary Segmentation"
  ☆42Updated 7 months ago
• iSEE-Laboratory / Frozen-DETR
  (NeurIPS 2024) Official repository of paper "Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models"
  ☆32Updated 8 months ago
• fanghaook / OVFormer
  [ECCV 2024] Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation
  ☆35Updated 10 months ago
• mc-lan / Text4Seg
  [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation
  ☆153Updated 2 weeks ago
• xb534 / SED
  [TPAMI2025&CVPR2024] Official Pytorch Implementation of SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation.
  ☆183Updated last year
• mc-lan / ProxyCLIP
  [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
  ☆111Updated 7 months ago
• YuHengsss / Trident
  [ICCV2025] Harnessing CLIP, DINO and SAM for Open Vocabulary Segmentation
  ☆91Updated 4 months ago
• fanghaook / Awesome-Video-Instance-Segmentation
  Awesome video instance segmentation papers
  ☆46Updated 3 weeks ago
• xiaomoguhz / DeCLIP
  [CVPR 2025] DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
  ☆142Updated 5 months ago
• PKU-ICST-MIPL / DyFo_CVPR2025
  ☆95Updated 3 months ago
• SooLab / CGFormer
  The official PyTorch implementation of the CVPR 2023 paper "Contrastive Grouping with Transformer for Referring Image Segmentation".
  ☆51Updated last year
• 360CVGroup / LMM-Det
  Make Large Multimodal Models excel in object detection, ICCV 2025
  ☆53Updated 3 months ago
• Vibashan / PosSAM
  Official Repo for PosSAM: Panoptic Open-vocabulary Segment Anything
  ☆69Updated last year
• yxchng / mask-grounding
  ☆28Updated last year
• jiaqihuang01 / DETRIS
  [AAAI-2025] The official code of Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation
  ☆58Updated 6 months ago
• SuleBai / SC-CLIP
  Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation
  ☆57Updated 6 months ago