| Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively | Jan 5, 2024 | image-classificationImage Classification | CodeCode Available | 5 | 5 |
| OMG-Seg: Is One Model Good Enough For All Segmentation? | Jan 18, 2024 | AllDecoder | CodeCode Available | 5 | 5 |
| Medical SAM 2: Segment medical images as video via Segment Anything Model 2 | Aug 1, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 4 | 5 |
| SAMPart3D: Segment Any Part in 3D Objects | Nov 11, 2024 | 3D Generation3D Part Segmentation | CodeCode Available | 4 | 5 |
| Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V | Oct 17, 2023 | Interactive SegmentationReferring Expression | CodeCode Available | 4 | 5 |
| Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline | Nov 19, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 3 | 5 |
| SAM-Med2D | Aug 30, 2023 | DecoderImage Segmentation | CodeCode Available | 3 | 5 |
| nnInteractive: Redefining 3D Promptable Segmentation | Mar 11, 2025 | BenchmarkingInteractive Segmentation | CodeCode Available | 3 | 5 |
| RAP-SAM: Towards Real-Time All-Purpose Segment Anything | Jan 18, 2024 | AllDecoder | CodeCode Available | 3 | 5 |
| EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model | Jun 28, 2024 | Interactive SegmentationLanguage Modeling | CodeCode Available | 3 | 5 |
| VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging | Jan 1, 2025 | Interactive SegmentationSegmentation | CodeCode Available | 3 | 5 |
| VISTA3D: Versatile Imaging SegmenTation and Annotation model for 3D Computed Tomography | Jun 7, 2024 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 3 | 5 |
| Image Segmentation in Foundation Model Era: A Survey | Aug 23, 2024 | Image SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images | Sep 4, 2023 | Change DetectionInteractive Segmentation | CodeCode Available | 2 | 5 |
| ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image | Dec 12, 2023 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| Interactive4D: Interactive 4D LiDAR Segmentation | Oct 10, 2024 | Interactive SegmentationSegmentation | CodeCode Available | 2 | 5 |
| A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting | Jan 18, 2024 | Instance SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 | 5 |
| FocalClick: Towards Practical Interactive Image Segmentation | Apr 6, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| SimpleClick: Interactive Image Segmentation with Simple Vision Transformers | Oct 20, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| Towards Natural Image Matting in the Wild via Real-Scenario Prior | Oct 9, 2024 | DecoderImage Matting | CodeCode Available | 2 | 5 |
| GraCo: Granularity-Controllable Interactive Segmentation | May 1, 2024 | Interactive SegmentationSegmentation | CodeCode Available | 2 | 5 |
| SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories | Mar 11, 2025 | Decision MakingInteractive Segmentation | CodeCode Available | 2 | 5 |
| Segment Anything for Histopathology | Feb 1, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts | Jan 1, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories | Mar 11, 2025 | Decision MakingInteractive Segmentation | CodeCode Available | 2 | 5 |
| One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts | Dec 28, 2023 | AllAnatomy | CodeCode Available | 2 | 5 |
| Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts | Mar 31, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object | Mar 15, 2025 | Domain AdaptationInteractive Segmentation | CodeCode Available | 2 | 5 |
| Clustering Propagation for Universal Medical Image Segmentation | Mar 25, 2024 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| A Closer Look at the Explainability of Contrastive Language-Image Pre-training | Apr 12, 2023 | Interactive SegmentationLanguage Modelling | CodeCode Available | 1 | 5 |
| Interactive Object Segmentation in 3D Point Clouds | Apr 14, 2022 | 3D Instance SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Interactive Object Segmentation With Inside-Outside Guidance | Jun 1, 2020 | Instance SegmentationInteractive Segmentation | CodeCode Available | 1 | 5 |
| Quality-Aware Memory Network for Interactive Volumetric Image Segmentation | Jun 20, 2021 | Active LearningImage Segmentation | CodeCode Available | 1 | 5 |
| AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation | Jun 1, 2023 | Binary ClassificationInteractive Segmentation | CodeCode Available | 1 | 5 |
| ClickAttention: Click Region Similarity Guided Interactive Segmentation | Aug 12, 2024 | Interactive Segmentation | CodeCode Available | 1 | 5 |
| Probabilistic Attention for Interactive Segmentation | Jun 23, 2021 | Interactive SegmentationSegmentation | CodeCode Available | 1 | 5 |
| PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts | Apr 23, 2024 | Interactive SegmentationPrompt Engineering | CodeCode Available | 1 | 5 |
| Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images | Apr 21, 2022 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound | Aug 9, 2024 | Interactive SegmentationPlacenta Segmentation | CodeCode Available | 1 | 5 |
| One-Prompt to Segment All Medical Images | May 17, 2023 | AllImage Segmentation | CodeCode Available | 1 | 5 |
| Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps | Apr 21, 2021 | Interactive SegmentationInteractive Video Object Segmentation | CodeCode Available | 1 | 5 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 | 5 |
| Getting to 99% Accuracy in Interactive Segmentation | Mar 17, 2020 | Deep LearningInteractive Segmentation | CodeCode Available | 1 | 5 |
| NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images | May 29, 2020 | Instance SegmentationInteractive Segmentation | CodeCode Available | 1 | 5 |
| FocSAM: Delving Deeply into Focused Objects in Segmenting Anything | May 29, 2024 | DecoderInteractive Segmentation | CodeCode Available | 1 | 5 |
| HRSAM: Efficient Interactive Segmentation in High-Resolution Images | Jul 2, 2024 | Data AugmentationGPU | CodeCode Available | 1 | 5 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 | 5 |
| PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation | Apr 23, 2023 | Interactive SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation | Mar 23, 2023 | Interactive SegmentationSegmentation | CodeCode Available | 1 | 5 |
