Alternatives and similar repositories for HarMA

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

• jaychempan / PriorCLIP
  Official Code for “PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval”
  ☆22Updated last month
• jaychempan / Awesome-RSITR
  A Benchmark and Awesome Collection of Methods for Remote Sensing Image-Text Retrieval (RSITR)｜ Remote Sensing Cross-Model Retrieval (RSCM…
  ☆62Updated 7 months ago
• jaychempan / PIR
  [ACMMM'23 Oral] Official Code for “A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval”
  ☆44Updated last year
• MiliLab / SelectiveMAE
  Official repo for "[ICCV 2025] Harnessing Massive Satellite Imagery with Efficient Masked Image Modeling"
  ☆123Updated 2 months ago
• LanCole / Awesome-Remote-Sensing-Cross-Modal-Image-Text-Retrieval
  A collection of papers, datasets, benchmarks, code, and model weights for Remote Sensing Cross-Modal Image-Text Retrieval (RSCMIT).
  ☆27Updated 2 months ago
• yangcong356 / BITA
  This is the official code for "Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning"
  ☆33Updated 10 months ago
• like413 / OPT-RSVG
  [TGRS 2024] Language-Guided Progressive Attention for Visual Grounding in Remote Sensing Images.
  ☆43Updated 4 months ago
• ZhanYang-nwpu / PE-RSITR
  Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval, 2023
  ☆27Updated last year
• yecy749 / GSNet
  Code & Dataset repository for the paper "Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation"
  ☆66Updated 10 months ago
• Lsan2401 / RMSIN
  Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation
  ☆140Updated last year
• ZhanYang-nwpu / RSVG-pytorch
  RSVG: Exploring Data and Model for Visual Grounding on Remote Sensing Data, 2022
  ☆156Updated 3 weeks ago
• zhu-xlab / rrsis
  ☆19Updated last year
• TangXu-Group / Cross-modal-remote-sensing-image-and-text-retrieval-models
  ☆24Updated last year
• Zjut-MultimediaPlus / PIR-pytorch
  A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval (MM'23 Oral)
  ☆15Updated last year
• LANMNG / LQVG
  ☆24Updated last month
• lx709 / VRSBench
  ☆60Updated 5 months ago
• om-ai-lab / awesome-RSVLM
  Collection of Remote Sensing Vision-Language Models
  ☆141Updated last year
• xiaoyuan1996 / GaLR
  Source code of paper "Remote Sensing Cross-Modal Image-Text Retrieval Based on Global and Local Information"
  ☆70Updated 2 years ago
• om-ai-lab / RS5M
  RS5M: a large-scale vision language dataset for remote sensing [TGRS]
  ☆286Updated 7 months ago
• ZhanYang-nwpu / SkyEyeGPT
  [ISPRS2025] SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model
  ☆100Updated last month
• Shaosifan / FIANet
  [IEEE TGRS 2025] Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation
  ☆29Updated last month
• Luo-Z13 / SkySenseGPT
  A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding
  ☆125Updated 2 months ago
• opendatalab / VHM
  VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
  ☆104Updated 8 months ago
• MiliLab / RoMA
  Official repo for [NeurlPS 2025] "RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing"
  ☆116Updated last month
• HaiyanHuang98 / NWPU-Captions
  ☆16Updated 2 years ago
• KyanChen / RSRefSeg
  This is the pytorch implement of the paper "RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models"
  ☆63Updated 3 months ago
• Lans1ng / OSSOD
  [JAG 2024] Code for "Semi-Supervised Object Detection with Uncurated Unlabeled Data for Remote Sensing Images"
  ☆32Updated 5 months ago
• Lans1ng / PointSAM
  [TGRS 2025] Code for "PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images"
  ☆54Updated 4 months ago
• zytx121 / Awesome-VLGFM
  A Survey on Vision-Language Geo-Foundation Models (VLGFMs)
  ☆174Updated 5 months ago
• SlytherinGe / RSTeller
  Vision-Language Dataset for Remote Sensing
  ☆39Updated 5 months ago