| Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering | May 22, 2025 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
| Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression | May 22, 2025 | HallucinationImage Description | CodeCode Available | 1 |
| Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues? | May 19, 2025 | Logical ReasoningOptical Character Recognition | CodeCode Available | 1 |
| MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks | May 18, 2025 | BenchmarkingMedical Visual Question Answering | CodeCode Available | 1 |
| UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation | Apr 30, 2025 | DiagnosticLarge Language Model | CodeCode Available | 1 |
| ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification | Apr 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency | Apr 24, 2025 | BenchmarkingMath | CodeCode Available | 1 |
| ReasonDrive: Efficient Visual Question Answering for Autonomous Vehicles with Reasoning-Enhanced Small Vision-Language Models | Apr 14, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| A Survey on Efficient Vision-Language Models | Apr 13, 2025 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection | Apr 3, 2025 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
