| HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation | Jul 17, 2025 | Reasoning SegmentationWorld Knowledge | —Unverified | 0 |
| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 |
| MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models | Jun 12, 2025 | Image SegmentationMedical Diagnosis | —Unverified | 0 |
| Decoupling the Image Perception and Multimodal Reasoning for Reasoning Segmentation with Digital Twin Representations | Jun 9, 2025 | Large Language ModelMultimodal Reasoning | —Unverified | 0 |
| OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language Model | Jun 5, 2025 | Instance SegmentationLanguage Modeling | CodeCode Available | 1 |
| RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought | Jun 4, 2025 | Multimodal ReasoningReasoning Segmentation | —Unverified | 0 |
| PixelThink: Towards Efficient Chain-of-Pixel Reasoning | May 29, 2025 | Reasoning Segmentationreinforcement-learning | —Unverified | 0 |
| Reasoning Segmentation for Images and Videos: A Survey | May 24, 2025 | Reasoning SegmentationSurvey | —Unverified | 0 |
| RVTBench: A Benchmark for Visual Reasoning Tasks | May 17, 2025 | Reasoning SegmentationVisual Question Answering (VQA) | CodeCode Available | 0 |
| PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging | May 17, 2025 | Image SegmentationLanguage Modeling | —Unverified | 0 |
