Alternatives and similar repositories for LENS

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

• HVision-NKU / MaskCLIPpp
  Official repository of the paper "High-Quality Mask Tuning Matters for Open-Vocabulary Segmentation"
  ☆43Updated 8 months ago
• HVision-NKU / Cascade-CLIP
  Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
  ☆54Updated last year
• songw-zju / PixelThink
  The official implementation of "PixelThink: Towards Efficient Chain-of-Pixel Reasoning" (arXiv 2025)
  ☆38Updated 6 months ago
• mc-lan / ClearCLIP
  [ECCV2024] ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
  ☆96Updated 8 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"
  ☆31Updated 7 months ago
• xiaomoguhz / DeCLIP
  [CVPR 2025] DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
  ☆146Updated 6 months ago
• hustvl / MaskAdapter
  [CVPR 2025] Official repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"
  ☆117Updated last month
• hustvl / GroundingSuite
  [ICCV 2025] GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding
  ☆69Updated 5 months ago
• rkzheng99 / ViLLa
  Video Reasoning Segmentation
  ☆28Updated last year
• hustvl / WeakCLIP
  [IJCV 2024]
  ☆19Updated last year
• aim-uofa / SINE
  [NeurIPS'24] A Simple Image Segmentation Framework via In-Context Examples
  ☆64Updated last year
• jiaosiyu1999 / MAFT-Plus
  ☆59Updated last year
• hustvl / WeakSAM
  [ACM MM 2024] WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
  ☆57Updated 8 months ago
• congvvc / InstructSeg
  [ICCV 2025] Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"
  ☆51Updated 9 months ago
• lizhou-cs / mglmm
  ☆32Updated last year
• KainingYing / CTVIS
  [ICCV 2023] CTVIS: Consistent Training for Online Video Instance Segmentation
  ☆79Updated 2 years ago
• Vibashan / PosSAM
  Official Repo for PosSAM: Panoptic Open-vocabulary Segment Anything
  ☆70Updated last year
• liuting20 / Sparse-Tuning
  ☆30Updated 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
• lxtGH / DenseWorld-1M
  Code and dataset link for "DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World"
  ☆116Updated 2 months ago
• mc-lan / Text4Seg
  [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation
  ☆153Updated last month
• hustvl / ViG
  [AAAI 2025] Linear-complexity Visual Sequence Learning with Gated Linear Attention
  ☆116Updated last year
• mc-lan / ProxyCLIP
  [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
  ☆111Updated 8 months ago
• jiaosiyu1999 / MAFT
  ☆59Updated last year
• SuleBai / SC-CLIP
  [IEEE TIP 2025] Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation
  ☆56Updated last week
• rezaqorbani / SemLA
  [CVPR'25] Official implementation of "Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation"
  ☆41Updated 2 months ago
• ProvenceStar / PartGLEE
  [ECCV2024] PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects
  ☆55Updated last year
• aim-uofa / DiffewS
  [NeurIPS'24] Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation (Diffews)
  ☆47Updated 7 months ago
• HVision-NKU / DenseVLM
  [ICCV 2025] Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction
  ☆49Updated 2 months ago