| ORQA: A Benchmark and Foundation Model for Holistic Operating Room Modeling | May 19, 2025 | Graph GenerationKnowledge Distillation | —Unverified | 0 |
| MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO | May 19, 2025 | DecoderImage Generation | CodeCode Available | 0 |
| Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering | May 17, 2025 | Document RankingLarge Language Model | —Unverified | 0 |
| Unifying Segment Anything in Microscopy with Multimodal Large Language Model | May 16, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Batch Augmentation with Unimodal Fine-tuning for Multimodal Learning | May 10, 2025 | Image AugmentationLarge Language Model | CodeCode Available | 0 |
| Is your multimodal large language model a good science tutor? | May 9, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills | May 9, 2025 | Image RetouchingLarge Language Model | —Unverified | 0 |
| On Path to Multimodal Generalist: General-Level and General-Bench | May 7, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 |
| Consistency-aware Fake Videos Detection on Short Video Platforms | Apr 30, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 0 |
| TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation | Apr 24, 2025 | Caption GenerationDense Video Captioning | —Unverified | 0 |
| FaceInsight: A Multimodal Large Language Model for Face Perception | Apr 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images | Apr 17, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SmartFreeEdit: Mask-Free Spatial-Aware Image Editing with Complex Instruction Understanding | Apr 17, 2025 | Image GenerationLarge Language Model | CodeCode Available | 1 |
| AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection | Apr 16, 2025 | Anomaly DetectionLarge Language Model | CodeCode Available | 1 |
| Mavors: Multi-granularity Video Representation for Multimodal Large Language Model | Apr 14, 2025 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer | Apr 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models | Apr 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates | Apr 14, 2025 | Autonomous NavigationLane Detection | —Unverified | 0 |
| Marmot: Multi-Agent Reasoning for Multi-Object Self-Correcting in Improving Image-Text Alignment | Apr 10, 2025 | AI AgentAttribute | —Unverified | 0 |
| Enhancing Time Series Forecasting via Multi-Level Text Alignment with LLMs | Apr 10, 2025 | Multimodal Large Language ModelTime Series | CodeCode Available | 1 |
| MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep Thinking | Apr 9, 2025 | Autonomous DrivingLanguage Modeling | CodeCode Available | 0 |
| Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model | Apr 9, 2025 | Image Quality AssessmentImage Restoration | —Unverified | 0 |
| Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning | Apr 9, 2025 | Action Unit DetectionAge Estimation | —Unverified | 0 |
| Towards Visual Text Grounding of Multimodal Large Language Model | Apr 7, 2025 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Universal Item Tokenization for Transferable Generative Recommendation | Apr 6, 2025 | General KnowledgeLarge Language Model | —Unverified | 0 |
