Methods › Computer Vision › Image Segmentation Models › SAM

Segment Anything Model

SAM

905 papers tagged archive 2025-07-28

Introduced by Alexander Kirillov et al. in Segment Anything

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 905, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation
  16 Jul 2025 · 0 repositories · arXiv:2507.11994
• Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?
  15 Jul 2025 · 1 repository · arXiv:2507.11569
• DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation
  14 Jul 2025 · 1 repository · arXiv:2507.10118
• Test-Time Canonicalization by Foundation Models for Robust Perception
  14 Jul 2025 · 1 repository · arXiv:2507.10375
  Syntology ran 5 of 5 samples · 0 unverified
• Landmark Detection for Medical Images using a General-purpose Segmentation Model
  13 Jul 2025 · 0 repositories · arXiv:2507.11551
• Prompt Engineering in Segment Anything Model: Methodologies, Applications, and Emerging Challenges
  13 Jul 2025 · 0 repositories · arXiv:2507.09562
• Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift
  12 Jul 2025 · 0 repositories · arXiv:2507.09222
• Compress Any Segment Anything Model (SAM)
  11 Jul 2025 · 1 repository · arXiv:2507.08765
• SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation
  10 Jul 2025 · 1 repository · arXiv:2507.07883
  Syntology ran 0 of 1 samples · 1 unverified
• Seg-Wild: Interactive Segmentation based on 3D Gaussian Splatting for Unconstrained Image Collections
  10 Jul 2025 · 1 repository · arXiv:2507.07395
• Rethinking Layered Graphic Design Generation with a Top-Down Approach
  8 Jul 2025 · 0 repositories · arXiv:2507.05601
• RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models
  8 Jul 2025 · 1 repository · arXiv:2507.06231
• ViRefSAM: Visual Reference-Guided Segment Anything Model for Remote Sensing Segmentation
  3 Jul 2025 · 0 repositories · arXiv:2507.02294
• DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation
  29 Jun 2025 · 0 repositories · arXiv:2506.23104
  Syntology ran 1 of 2 samples · 1 unverified
• Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval
  28 Jun 2025 · 0 repositories · arXiv:2506.22864
• Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models
  28 Jun 2025 · 1 repository · arXiv:2506.22813
• ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts
  27 Jun 2025 · 0 repositories · arXiv:2506.21835
• TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models
  27 Jun 2025 · 0 repositories · arXiv:2506.21975
• Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning
  26 Jun 2025 · 1 repository · arXiv:2506.21006
• AI-Driven MRI-based Brain Tumour Segmentation Benchmarking
  25 Jun 2025 · 0 repositories · arXiv:2506.20786
• Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language Models
  24 Jun 2025 · 1 repository · arXiv:2506.19300
• MedSeg-R: Medical Image Segmentation with Clinical Reasoning
  23 Jun 2025 · 0 repositories · arXiv:2506.18669
• SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus
  23 Jun 2025 · 0 repositories · arXiv:2506.18404
• Segment Anything for Satellite Imagery: A Strong Baseline and a Regional Dataset for Automatic Field Delineation
  19 Jun 2025 · 1 repository · arXiv:2506.16318
• MorphSAM: Learning the Morphological Prompts from Atlases for Spine Image Segmentation
  16 Jun 2025 · 0 repositories · arXiv:2506.13094
• Sharpness-Aware Machine Unlearning
  16 Jun 2025 · 0 repositories · arXiv:2506.13715
  Syntology ran 1 of 1 samples · 0 unverified
• Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches
  12 Jun 2025 · 0 repositories · arXiv:2506.10825
• SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image Segmentation
  11 Jun 2025 · 1 repository · arXiv:2506.09403
• Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation
  7 Jun 2025 · 1 repository · arXiv:2506.06818
• Bringing SAM to new heights: Leveraging elevation data for tree crown segmentation from drone imagery
  5 Jun 2025 · 0 repositories · arXiv:2506.04970

Tasks archive 2025-07-28

20 shown of 438 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections