| Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models | Nov 28, 2023 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation | Jun 26, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation | Nov 27, 2023 | DecoderOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation | Nov 27, 2022 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Auto-Vocabulary Semantic Segmentation | Dec 7, 2023 | Language ModelingLanguage Modelling | 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 |
| 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 |
| TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification | Dec 21, 2023 | AttributeOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation | Apr 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TAG: Guidance-free Open-Vocabulary Semantic Segmentation | Mar 17, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation | May 28, 2025 | image-classificationImage Classification | 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 |
| 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 |
| Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation | Oct 29, 2023 | 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 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| SegPoint: Segment Any Point Cloud via Large Language Model | Jul 18, 2024 | 3D Semantic SegmentationLanguage Modeling | —Unverified | 0 |
| A Survey on Training-free Open-Vocabulary Semantic Segmentation | May 28, 2025 | Multi-modal ClassificationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision | Mar 6, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| Multi-robot autonomous 3D reconstruction using Gaussian splatting with Semantic guidance | Dec 3, 2024 | 3DGS3D Reconstruction | —Unverified | 0 |
| MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation | Apr 14, 2023 | GPROpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation | May 30, 2024 | 3D Instance Segmentation3D Open-Vocabulary Instance Segmentation | —Unverified | 0 |
| Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments | Oct 9, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models | Jan 28, 2025 | Image SegmentationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Open-Vocabulary 3D Semantic Segmentation with Foundation Models | Jan 1, 2024 | 3D Semantic SegmentationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
