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| FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation | Jun 10, 2025 | Image-text RetrievalQuestion Answering | CodeCode Available | 2 |
| An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models | Jun 10, 2025 | Action GenerationImage Captioning | —Unverified | 0 |
| PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly | Jun 10, 2025 | Question AnsweringScene Understanding | —Unverified | 0 |
| HAIBU-ReMUD: Reasoning Multimodal Ultrasound Dataset and Model Bridging to General Specific Domains | Jun 9, 2025 | DiagnosticQuestion Answering | CodeCode Available | 0 |
| Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning | Jun 8, 2025 | AttributeHallucination | —Unverified | 0 |
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| Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning | Jun 8, 2025 | Medical Report GenerationQuestion Answering | —Unverified | 0 |
| Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering | Jun 7, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Ontology-based knowledge representation for bone disease diagnosis: a foundation for safe and sustainable medical artificial intelligence systems | Jun 5, 2025 | DiagnosticMultimodal Deep Learning | —Unverified | 0 |
| TextVidBench: A Benchmark for Long Video Scene Text Understanding | Jun 5, 2025 | Prompt EngineeringQuestion Answering | —Unverified | 0 |
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| Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation | Jun 2, 2025 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Learning Sparsity for Effective and Efficient Music Performance Question Answering | Jun 2, 2025 | Audio-visual Question AnsweringQuestion Answering | —Unverified | 0 |
| Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering | Jun 1, 2025 | AllMME | —Unverified | 0 |
| MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility | May 30, 2025 | Decision MakingMedical Diagnosis | —Unverified | 0 |
| VideoCAD: A Large-Scale Video Dataset for Learning UI Interactions and 3D Reasoning from CAD Software | May 30, 2025 | Question AnsweringSpatial Reasoning | CodeCode Available | 1 |
| Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck | May 30, 2025 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models | May 30, 2025 | Image CaptioningQuestion Answering | —Unverified | 0 |
| mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation | May 29, 2025 | Question AnsweringRAG | —Unverified | 0 |
| QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining | May 29, 2025 | Question AnsweringRepresentation Learning | CodeCode Available | 0 |
| Multi-Sourced Compositional Generalization in Visual Question Answering | May 29, 2025 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning | May 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
