Alternatives and similar repositories for GEM

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

• mc-lan / ClearCLIP
  [ECCV2024] ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
  ☆96Updated 8 months ago
• mc-lan / ProxyCLIP
  [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
  ☆111Updated 8 months ago
• wysoczanska / clip_dinoiser
  Official implementation of 'CLIP-DINOiser: Teaching CLIP a few DINO tricks' paper.
  ☆264Updated last year
• kaist-cvml / part-clipseg
  [NeurIPS 2024] Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
  ☆57Updated 11 months ago
• ExplainableML / flair
  [CVPR 2025] FLAIR: VLM with Fine-grained Language-informed Image Representations
  ☆120Updated 3 months ago
• mlpc-ucsd / MasQCLIP
  (ICCV 2023) MasQCLIP for Open-Vocabulary Universal Image Segmentation
  ☆37Updated 2 years ago
• sinahmr / NACLIP
  PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"
  ☆69Updated last year
• ChenDelong1999 / subobjects
  Official repository of paper "Subobject-level Image Tokenization" (ICML-25)
  ☆90Updated 5 months ago
• dahyun-kang / lavg
  [ECCV'24] Official PyTorch implementation of In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation
  ☆48Updated last year
• aimagelab / freeda
  FreeDA: Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation (CVPR 2024)
  ☆48Updated last year
• wangf3014 / SCLIP
  Official implementation of SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference
  ☆175Updated last year
• alinlab / ifseg
  IFSeg: Image-free Semantic Segmentation via Vision-Language Model (CVPR 2023)
  ☆94Updated 2 years ago
• wusize / CLIPSelf
  [ICLR2024 Spotlight] Code Release of CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
  ☆197Updated last year
• khanrc / tcl
  Official implementation of TCL (CVPR 2023)
  ☆119Updated 2 years ago
• ProvenceStar / PartGLEE
  [ECCV2024] PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects
  ☆55Updated last year
• kevin-ssy / CLIP_as_RNN
  Official Implementation for CVPR 2024 paper: CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
  ☆110Updated last year
• see-say-segment / sesame
  🔥 [CVPR 2024] Official implementation of "See, Say, and Segment: Teaching LMMs to Overcome False Premises (SESAME)"
  ☆45Updated last year
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆109Updated 6 months ago
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆75Updated last year
• Vibashan / PosSAM
  Official Repo for PosSAM: Panoptic Open-vocabulary Segment Anything
  ☆70Updated last year
• haochenheheda / LVVIS
  Large-Vocabulary Video Instance Segmentation dataset
  ☆95Updated last year
• aliasgharkhani / SLiMe
  1-shot image segmentation using Stable Diffusion
  ☆142Updated last year
• mbzuai-oryx / VideoGLaMM
  [CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
  ☆91Updated 7 months ago
• janghyuncho / DECOLA
  Code release for "Language-conditioned Detection Transformer"
  ☆88Updated last year
• cubeyoung / OTSeg
  The Official PyTorch Implementation of OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation
  ☆34Updated last year
• wuw2019 / LoTLIP
  [NeurIPS 2024] Official PyTorch implementation of LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
  ☆46Updated 10 months ago
• lizhou-cs / mglmm
  ☆32Updated last year
• congvvc / LaSagnA
  Project for "LaSagnA: Language-based Segmentation Assistant for Complex Queries".
  ☆62Updated last year
• zwq456 / CLIP-VIS
  [IEEE TCSVT] Official Pytorch Implementation of CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation.
  ☆46Updated 11 months ago
• vpulab / ovam
  Code for the paper Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models @ CVPR 2024
  ☆72Updated last year