Alternatives and similar repositories for SAM4SS

Users that are interested in SAM4SS are comparing it to the libraries listed below

• zhengxuJosh / AnySeg
  Code & Weights for “Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation”
  ☆13Updated 6 months ago
• liuting20 / SwimVG
  Transactions on Multimedia (TMM25)
  ☆15Updated 2 months ago
• zhengxuJosh / 360SFUDA
  Code for Panoramic Semantic Segmentation
  ☆11Updated last year
• hustvl / MaskAdapter
  [CVPR 2025] Official repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"
  ☆98Updated last month
• buxiangzhiren / VD-IT
  ☆44Updated 8 months ago
• nini0919 / DiffPNG
  [ECCV2024]The official implementation of the DiffPNG paper in PyTorch.
  ☆12Updated 8 months ago
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆72Updated 9 months ago
• devinxzhang / MFuser
  [CVPR 2025 Highlight] Official code for paper "Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-G…
  ☆37Updated 3 weeks ago
• aim-uofa / SINE
  [NeurIPS'24] A Simple Image Segmentation Framework via In-Context Examples
  ☆54Updated 7 months ago
• Chenfei-Liao / MemorySAM
  MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation
  ☆24Updated last month
• SuleBai / SC-CLIP
  Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation
  ☆48Updated last month
• linyq2117 / SAMRefiner
  [ICLR 2025] SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
  ☆56Updated 2 months ago
• Vibashan / PosSAM
  Official Repo for PosSAM: Panoptic Open-vocabulary Segment Anything
  ☆63Updated last year
• aim-uofa / DiffewS
  [NeurIPS'24] Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation (Diffews)
  ☆38Updated 2 months ago
• mc-lan / Text4Seg
  [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation
  ☆99Updated 3 months ago
• nini0919 / SemiRES
  [ICML2024]The official implementation of SemiRES in PyTorch.
  ☆27Updated last year
• HVision-NKU / Cascade-CLIP
  Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
  ☆51Updated 10 months ago
• jiaosiyu1999 / MAFT
  ☆58Updated 10 months ago
• HongkLin / TIDE
  [CVPR 2025] A Unified Image-Dense Annotation Generation Model for Underwater Scenes
  ☆29Updated 2 months ago
• jiaqihuang01 / DETRIS
  [AAAI-2025] The official code of Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation
  ☆39Updated last month
• mt-cly / FPR
  FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation (ICCV 2023)
  ☆23Updated last year
• cvlab-kaist / PixelCLIP
  Official Implementation of "Towards Open-Vocabulary Semantic Segmentation without Semantic Labels" (NeurIPS 2024)
  ☆47Updated 8 months ago
• rezaqorbani / SemLA
  [CVPR'25] Official implementation of "Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation"
  ☆28Updated last week
• songw-zju / PixelThink
  The official implementation of "PixelThink: Towards Efficient Chain-of-Pixel Reasoning" (arXiv 2025)
  ☆31Updated 3 weeks ago
• aim-uofa / SegAgent
  [CVPR2025] SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
  ☆54Updated 3 months ago
• HVision-NKU / MaskCLIPpp
  Official repository of the paper "High-Quality Mask Tuning Matters for Open-Vocabulary Segmentation"
  ☆33Updated 3 months ago
• prs-eth / DGInStyle
  [ECCV 2024] DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
  ☆80Updated 7 months ago
• xiaomoguhz / DeCLIP
  [CVPR 2025] DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
  ☆61Updated 2 weeks ago
• liuting20 / Sparse-Tuning
  ☆29Updated last year
• XiaRho / MADM
  [NIPS24] Official Implementation of Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation
  ☆18Updated 7 months ago