| Referring Expression Instance Retrieval and A Strong End-to-End Baseline | Jun 23, 2025 | Image RetrievalReferring Expression | —Unverified | 0 |
| Synthetic Visual Genome | Jun 9, 2025 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models | May 29, 2025 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 2 |
| WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation | May 24, 2025 | Contrastive LearningReferring Expression | CodeCode Available | 0 |
| VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model | Apr 10, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 9 |
| Beyond Object Categories: Multi-Attribute Reference Understanding for Visual Grounding | Mar 25, 2025 | AttributeObject | —Unverified | 0 |
| GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing | Mar 16, 2025 | Change DetectionImage Captioning | —Unverified | 0 |
| New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration | Feb 27, 2025 | Image ComprehensionReferring Expression | CodeCode Available | 1 |
| Exploring Spatial Language Grounding Through Referring Expressions | Feb 4, 2025 | Image CaptioningNegation | —Unverified | 0 |
| RefDrone: A Challenging Benchmark for Referring Expression Comprehension in Drone Scenes | Feb 1, 2025 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 1 |
