| RefDrone: A Challenging Benchmark for Referring Expression Comprehension in Drone Scenes | Feb 1, 2025 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 1 |
| PolyFormer: Referring Image Segmentation as Sequential Polygon Generation | Feb 14, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| RefEgo: Referring Expression Comprehension Dataset from First-Person Perception of Ego4D | Aug 23, 2023 | ObjectObject Tracking | CodeCode Available | 1 |
| NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations | Mar 23, 2023 | Question AnsweringReferring Expression | CodeCode Available | 1 |
| LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension | Sep 18, 2024 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 1 |
| An Open and Comprehensive Pipeline for Unified Object Grounding and Detection | Jan 4, 2024 | Described Object DetectionPhrase Grounding | CodeCode Available | 1 |
| Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations | Jun 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| InstructDET: Diversifying Referring Object Detection with Generalized Instructions | Oct 8, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension | Sep 20, 2024 | cross-modal alignmentReferring Expression | CodeCode Available | 1 |
| Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints | Jan 12, 2025 | Image SegmentationReferring Expression | CodeCode Available | 1 |
| DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding | Nov 28, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Multi-branch Collaborative Learning Network for 3D Visual Grounding | Jul 7, 2024 | 3D visual groundingReferring Expression | CodeCode Available | 1 |
| Referring Transformer: A One-step Approach to Multi-task Visual Grounding | Jun 6, 2021 | DecoderReferring Expression | CodeCode Available | 1 |
| Talk2Car: Taking Control of Your Self-Driving Car | Sep 24, 2019 | Autonomous DrivingObject | CodeCode Available | 1 |
| Large-Scale Adversarial Training for Vision-and-Language Representation Learning | Jun 11, 2020 | Image-text RetrievalQuestion Answering | CodeCode Available | 1 |
| New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration | Feb 27, 2025 | Image ComprehensionReferring Expression | CodeCode Available | 1 |
| PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models | May 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning to Evaluate Performance of Multi-modal Semantic Localization | Sep 14, 2022 | Cross-Modal RetrievalReferring Expression | CodeCode Available | 1 |
| UNITER: UNiversal Image-TExt Representation Learning | Sep 25, 2019 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 |
| ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension | Apr 12, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Differentiated Relevances Embedding for Group-based Referring Expression Comprehension | Mar 12, 2022 | AttributeObject | —Unverified | 0 |
| ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments | Nov 15, 2020 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos | Mar 23, 2021 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Modular Graph Attention Network for Complex Visual Relational Reasoning | Nov 22, 2020 | Graph AttentionQuestion Answering | —Unverified | 0 |
| MUTATT: Visual-Textual Mutual Guidance for Referring Expression Comprehension | Mar 18, 2020 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
