| SegLLM: Multi-round Reasoning Segmentation | Oct 24, 2024 | Reasoning SegmentationReferring Expression | —Unverified | 0 |
| HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation | Jul 17, 2025 | Reasoning SegmentationWorld Knowledge | —Unverified | 0 |
| FoodLMM: A Versatile Food Assistant using Large Multi-modal Model | Dec 22, 2023 | Food RecognitionMulti-Task Learning | —Unverified | 0 |
| Beyond Segmentation: Road Network Generation with Multi-Modal LLMs | Oct 15, 2023 | Autonomous NavigationLanguage Modeling | —Unverified | 0 |
| Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts | Mar 10, 2025 | Reasoning SegmentationSegmentation | —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 |
| Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA | Mar 13, 2025 | Dataset GenerationReasoning Segmentation | —Unverified | 0 |
| MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models | Jun 12, 2025 | Image SegmentationMedical Diagnosis | —Unverified | 0 |
| MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation | Mar 23, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pixel-Level Reasoning Segmentation via Multi-turn Conversations | Feb 13, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 0 |
