| Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation | Jul 15, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation | Jun 26, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation | Jun 11, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 |
| A Survey on Training-free Open-Vocabulary Semantic Segmentation | May 28, 2025 | Multi-modal ClassificationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation | May 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual Reasoning | May 22, 2025 | Open Vocabulary Panoptic SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation | May 16, 2025 | DecoderOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation | May 6, 2025 | Open Vocabulary Semantic SegmentationPrompt Engineering | CodeCode Available | 1 |
| FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation | Apr 14, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability | Apr 10, 2025 | Contrastive LearningOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians | Apr 8, 2025 | 3DGSComputational Efficiency | —Unverified | 0 |
| Open-Vocabulary Semantic Segmentation with Uncertainty Alignment for Robotic Scene Understanding in Indoor Building Environments | Mar 29, 2025 | NavigateOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation | Mar 27, 2025 | Domain AdaptationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation | Mar 25, 2025 | cross-modal alignmentOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement | Mar 9, 2025 | Domain GeneralizationObject Detection | CodeCode Available | 4 |
| From Open-Vocabulary to Vocabulary-Free Semantic Segmentation | Feb 17, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Rethinking the Global Knowledge of CLIP in Training-Free Open-Vocabulary Semantic Segmentation | Feb 5, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation | Jan 29, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models | Jan 28, 2025 | Image SegmentationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation | Jan 16, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Test-Time Optimization for Domain Adaptive Open Vocabulary Segmentation | Jan 8, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 0 |
| Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Dual Semantic Guidance for Open Vocabulary Semantic Segmentation | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies | Dec 31, 2024 | 3DGS3D Semantic Segmentation | CodeCode Available | 0 |
