| Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA | Mar 13, 2025 | Dataset GenerationReasoning Segmentation | —Unverified | 0 |
| Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts | Mar 10, 2025 | Reasoning SegmentationSegmentation | —Unverified | 0 |
| Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement | Mar 9, 2025 | Domain GeneralizationObject Detection | CodeCode Available | 4 |
| UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface | Mar 3, 2025 | Instance SegmentationReasoning Segmentation | CodeCode Available | 3 |
| Pixel-Level Reasoning Segmentation via Multi-turn Conversations | Feb 13, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 0 |
| The Devil is in Temporal Token: High Quality Video Reasoning Segmentation | Jan 15, 2025 | Reasoning SegmentationReferring Expression Segmentation | CodeCode Available | 2 |
| HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver | Jan 1, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 2 |
| POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation | Jan 1, 2025 | HallucinationReasoning Segmentation | —Unverified | 0 |
| PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation | Dec 19, 2024 | Reasoning Segmentation | —Unverified | 0 |
| InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models | Dec 18, 2024 | Reasoning SegmentationSegmentation | CodeCode Available | 2 |
