| Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive | Jul 13, 2025 | CPUInteractive Segmentation | —Unverified | 0 |
| RAPS-3D: Efficient interactive segmentation for 3D radiological imaging | Jul 10, 2025 | Interactive SegmentationManagement | —Unverified | 0 |
| Seg-Wild: Interactive Segmentation based on 3D Gaussian Splatting for Unconstrained Image Collections | Jul 10, 2025 | Interactive SegmentationSegmentation | CodeCode Available | 1 |
| DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation | Jun 29, 2025 | Camouflaged Object SegmentationInteractive Segmentation | —Unverified | 0 |
| TSDASeg: A Two-Stage Model with Direct Alignment for Interactive Point Cloud Segmentation | Jun 26, 2025 | cross-modal alignmentInteractive Segmentation | —Unverified | 0 |
| SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus | Jun 23, 2025 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
| FocalClick-XL: Towards Unified and High-quality Interactive Segmentation | Jun 17, 2025 | Interactive Segmentation | —Unverified | 0 |
| Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO | May 27, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| TAGS: 3D Tumor-Adaptive Guidance for SAM | May 21, 2025 | AnatomyImage Segmentation | —Unverified | 0 |
| Zero-Shot Gaze-based Volumetric Medical Image Segmentation | May 21, 2025 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| iSegMan: Interactive Segment-and-Manipulate 3D Gaussians | May 17, 2025 | 3DGSInteractive Segmentation | —Unverified | 0 |
| MAIS: Memory-Attention for Interactive Segmentation | May 12, 2025 | Interactive SegmentationSegmentation | —Unverified | 0 |
| Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation | May 4, 2025 | BenchmarkingFeature Upsampling | CodeCode Available | 0 |
| MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection | Apr 30, 2025 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation | Apr 15, 2025 | 3D ReconstructionDecoder | —Unverified | 0 |
| Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge | Apr 3, 2025 | AnatomyBenchmarking | —Unverified | 0 |
| RefCut: Interactive Segmentation with Reference Guidance | Mar 22, 2025 | Interactive SegmentationObject | —Unverified | 0 |
| M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation | Mar 20, 2025 | Interactive Segmentation | —Unverified | 0 |
| ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object | Mar 15, 2025 | Domain AdaptationInteractive Segmentation | CodeCode Available | 2 |
| SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories | Mar 11, 2025 | Decision MakingInteractive Segmentation | CodeCode Available | 2 |
| SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories | Mar 11, 2025 | Decision MakingInteractive Segmentation | CodeCode Available | 2 |
| nnInteractive: Redefining 3D Promptable Segmentation | Mar 11, 2025 | BenchmarkingInteractive Segmentation | CodeCode Available | 3 |
| Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation | Mar 9, 2025 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| Interactive Segmentation and Report Generation for CT Images | Mar 5, 2025 | AttributeDiagnostic | —Unverified | 0 |
| Text-promptable Propagation for Referring Medical Image Sequence Segmentation | Feb 16, 2025 | Interactive SegmentationSegmentation | —Unverified | 0 |
| Towards Fine-grained Interactive Segmentation in Images and Videos | Feb 12, 2025 | Interactive SegmentationSegmentation | —Unverified | 0 |
| Segment Anything for Histopathology | Feb 1, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches | Jan 31, 2025 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| MedicoSAM: Towards foundation models for medical image segmentation | Jan 20, 2025 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports Contexts | Jan 14, 2025 | Interactive SegmentationSegmentation | CodeCode Available | 0 |
| Evidential Calibrated Uncertainty-Guided Interactive Segmentation paradigm for Ultrasound Images | Jan 2, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks | Jan 1, 2025 | Interactive SegmentationSegmentation | —Unverified | 0 |
| SAM-REF: Introducing Image-Prompt Synergy during Interaction for Detail Enhancement in the Segment Anything Model | Jan 1, 2025 | Interactive Segmentation | —Unverified | 0 |
| VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging | Jan 1, 2025 | Interactive SegmentationSegmentation | CodeCode Available | 3 |
| VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation | Dec 20, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
| MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance | Dec 19, 2024 | Interactive SegmentationSegmentation | —Unverified | 0 |
| SPT: Sequence Prompt Transformer for Interactive Image Segmentation | Dec 13, 2024 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| TSGaussian: Semantic and Depth-Guided Target-Specific Gaussian Splatting from Sparse Views | Dec 13, 2024 | Interactive SegmentationNovel View Synthesis | CodeCode Available | 1 |
| Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion | Dec 11, 2024 | GPUImage Segmentation | CodeCode Available | 0 |
| Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects | Dec 5, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
| Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine | Nov 29, 2024 | Interactive SegmentationMedical Image Analysis | CodeCode Available | 0 |
| CellPilot | Nov 23, 2024 | DiagnosticInteractive Segmentation | CodeCode Available | 0 |
| SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation | Nov 23, 2024 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline | Nov 19, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 3 |
| Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation | Nov 15, 2024 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| RadioActive: 3D Radiological Interactive Segmentation Benchmark | Nov 12, 2024 | Interactive SegmentationSegmentation | —Unverified | 0 |
| GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting | Nov 12, 2024 | 3DGSgraph construction | —Unverified | 0 |
| SAMPart3D: Segment Any Part in 3D Objects | Nov 11, 2024 | 3D Generation3D Part Segmentation | CodeCode Available | 4 |
| LIMIS: Towards Language-based Interactive Medical Image Segmentation | Oct 22, 2024 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
