| New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration | Feb 27, 2025 | Image ComprehensionReferring Expression | CodeCode Available | 1 |
| RSUniVLM: A Unified Vision Language Model for Remote Sensing via Granularity-oriented Mixture of Experts | Dec 7, 2024 | Change DetectionImage Comprehension | CodeCode Available | 1 |
| FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension | Sep 23, 2024 | Image ComprehensionReferring Expression | CodeCode Available | 1 |
| Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs | Jul 31, 2024 | HallucinationImage Comprehension | CodeCode Available | 1 |
| RegionBLIP: A Unified Multi-modal Pre-training Framework for Holistic and Regional Comprehension | Aug 3, 2023 | Image Comprehension | CodeCode Available | 1 |
| ArtGPT-4: Towards Artistic-understanding Large Vision-Language Models with Enhanced Adapter | May 12, 2023 | Image ComprehensionLanguage Modelling | CodeCode Available | 1 |
| CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs | May 30, 2025 | DiagnosticImage Comprehension | —Unverified | 0 |
| RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models | Mar 25, 2025 | Image ComprehensionVisual Reasoning | —Unverified | 0 |
| RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving | Mar 18, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation | Mar 7, 2025 | Image ComprehensionMemorization | —Unverified | 0 |
