| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 |
| One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos | Sep 29, 2024 | AllImage Segmentation | CodeCode Available | 2 |
| LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning | Apr 12, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 2 |
| Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model | May 27, 2024 | DecoderLanguage Modeling | CodeCode Available | 2 |
| PixelLM: Pixel Reasoning with Large Multimodal Model | Dec 4, 2023 | Decodermodel | CodeCode Available | 2 |
| Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model | Sep 20, 2024 | Image CaptioningPanoptic Segmentation | CodeCode Available | 1 |
| CoReS: Orchestrating the Dance of Reasoning and Segmentation | Apr 8, 2024 | Reasoning SegmentationSegmentation | CodeCode Available | 1 |
| An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding | Aug 2, 2024 | DecoderReasoning Segmentation | CodeCode Available | 1 |
| OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language Model | Jun 5, 2025 | Instance SegmentationLanguage Modeling | CodeCode Available | 1 |
| MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation | Mar 18, 2025 | ObjectReasoning Segmentation | CodeCode Available | 1 |
