| POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation | Jan 1, 2025 | HallucinationReasoning Segmentation | —Unverified | 0 | 0 |
| PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation | Dec 19, 2024 | Reasoning Segmentation | —Unverified | 0 | 0 |
| PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging | May 17, 2025 | Image SegmentationLanguage Modeling | —Unverified | 0 | 0 |
| LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery | May 5, 2025 | Reasoning SegmentationSegmentation | —Unverified | 0 | 0 |
| Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models | May 29, 2024 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 | 0 |
| Reasoning Segmentation for Images and Videos: A Survey | May 24, 2025 | Reasoning SegmentationSurvey | —Unverified | 0 | 0 |
| RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought | Jun 4, 2025 | Multimodal ReasoningReasoning Segmentation | —Unverified | 0 | 0 |
| SegLLM: Multi-round Reasoning Segmentation | Oct 24, 2024 | Reasoning SegmentationReferring Expression | —Unverified | 0 | 0 |
| HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation | Jul 17, 2025 | Reasoning SegmentationWorld Knowledge | —Unverified | 0 | 0 |
| FoodLMM: A Versatile Food Assistant using Large Multi-modal Model | Dec 22, 2023 | Food RecognitionMulti-Task Learning | —Unverified | 0 | 0 |
