Alternatives and similar repositories for SUM

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

• ChengHan111 / E2VPT
  Official Pytorch implementation of "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning". (ICCV2023)
  ☆70Updated last year
• lloongx / DIKI
  [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
  ☆53Updated last year
• leaves162 / CLIPtrase
  cliptrase
  ☆46Updated last year
• toggle1995 / RIS-DMMI
  ☆42Updated 2 years ago
• CUHK-AIM-Group / CLIFF
  [ECCV' 24 Oral] CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection
  ☆28Updated last year
• SooLab / CGFormer
  The official PyTorch implementation of the CVPR 2023 paper "Contrastive Grouping with Transformer for Referring Image Segmentation".
  ☆51Updated last year
• jiaosiyu1999 / MAFT
  ☆59Updated last year
• jinxiang-liu / UFE-AVS
  Official code for CVPR 2024 paper, "Audio-Visual Segmentation via Unlabeled Frame Exploitation""
  ☆14Updated last year
• zhangchbin / awesome-continual-segmentation
  This repo is a collection of AWESOME things about continual semantic segmentation, including papers, code, demos, etc. Feel free to pull …
  ☆28Updated last year
• linyq2117 / CLIP-ES
  [CVPR 2023] CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
  ☆201Updated last year
• fawnliu / TRIS
  [ICCV 2023] Official code release of our paper "Referring Image Segmentation Using Text Supervision"
  ☆72Updated last year
• lanyunzhu99 / LLaFS
  ☆32Updated last year
• YuqiYang213 / MLoRE
  Project Page for "Multi-Task Dense Prediction via Mixture of Low-Rank Experts"
  ☆83Updated 4 months ago
• callsys / GenPromp
  [ICCV 2023] Generative Prompt Model for Weakly Supervised Object Localization
  ☆57Updated last year
• pumpkin805 / FALIP
  [ECCV2024]FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance
  ☆16Updated last year
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆104Updated 4 months ago
• Ferenas / PGSeg
  This is the official code of "Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation, NeurIPS 23"
  ☆26Updated last year
• DavidYanAnDe / ARC
  ☆34Updated last year
• visinf / adapter_plus
  Adapters Strike Back (CVPR 2024)
  ☆38Updated last year
• megvii-research / CasPL
  ☆46Updated 7 months ago
• 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
• HVision-NKU / Cascade-CLIP
  Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
  ☆54Updated last year
• sinahmr / NACLIP
  PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"
  ☆61Updated last year
• tue-mps / benchmark-vfm-ss
  ☆36Updated 2 months ago
• ylingfeng / FGVP
  Official Codes for Fine-Grained Visual Prompting, NeurIPS 2023
  ☆55Updated last year
• Picsart-AI-Research / Mask-Matching-Transformer
  ☆15Updated 2 years ago
• chunmeifeng / DiffTPT
  【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…
  ☆66Updated 8 months ago
• ExplainableML / cosmos
  [CVPR 2025] COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training
  ☆31Updated 6 months ago
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆75Updated last year
• damaggu / TADP
  Text-Image Alignment for Diffusion-based Perception (TADP) - CVPR 2024
  ☆38Updated last year