| 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 |
| 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 |
| Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation | Jan 29, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| 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 |
| FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| MaskCLIP++: A Mask-Based CLIP Fine-tuning Framework for Open-Vocabulary Image Segmentation | Dec 16, 2024 | Image SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation | Nov 21, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation | Nov 20, 2024 | 3D geometry3D Semantic Segmentation | CodeCode Available | 1 |
| ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements | Nov 18, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Open-Vocabulary Semantic Segmentation with Image Embedding Balancing | Jun 14, 2024 | DecoderOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields | Apr 1, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| 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 |
| TAG: Guidance-free Open-Vocabulary Semantic Segmentation | Mar 17, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Exploring Simple Open-Vocabulary Semantic Segmentation | Jan 22, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| 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 |
| TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification | Dec 21, 2023 | AttributeOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Open-Vocabulary Segmentation with Semantic-Assisted Calibration | Dec 7, 2023 | AttributeOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Auto-Vocabulary Semantic Segmentation | Dec 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models | Nov 28, 2023 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation | Nov 27, 2023 | DecoderOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation | Oct 29, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| OV-PARTS: Towards Open-Vocabulary Part Segmentation | Oct 8, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
