| Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models | Nov 28, 2023 | Image CaptioningImage-text matching | CodeCode Available | 1 | 5 |
| ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation | Jun 26, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation | Nov 27, 2023 | DecoderOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation | Nov 27, 2022 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Auto-Vocabulary Semantic Segmentation | Dec 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation | Mar 27, 2025 | Domain AdaptationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification | Dec 21, 2023 | AttributeOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation | Apr 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| TAG: Guidance-free Open-Vocabulary Semantic Segmentation | Mar 17, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation | May 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias | Mar 30, 2024 | Multi-Label Text ClassificationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World Understanding | Jan 12, 2024 | Open Vocabulary Panoptic SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation | Oct 29, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation | Nov 20, 2024 | 3D geometry3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras | Aug 18, 2024 | Autonomous DrivingDomain Adaptation | CodeCode Available | 0 | 5 |
| AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation | Aug 31, 2023 | AttributeOpen Vocabulary Semantic Segmentation | CodeCode Available | 0 | 5 |
| Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only | Jan 1, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 0 | 5 |
| Test-Time Optimization for Domain Adaptive Open Vocabulary Segmentation | Jan 8, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 0 | 5 |
| DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment | Dec 20, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 0 | 5 |
| A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation | Feb 27, 2023 | Few-Shot Semantic SegmentationLanguage Modelling | CodeCode Available | 0 | 5 |
| MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation | Mar 17, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 0 | 5 |
| OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies | Dec 31, 2024 | 3DGS3D Semantic Segmentation | CodeCode Available | 0 | 5 |
| Test-time Contrastive Concepts for Open-world Semantic Segmentation | Jul 6, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 | 0 |
