| AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM | Mar 6, 2025 | Anomaly DetectionLanguage Modeling | CodeCode Available | 2 |
| DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception | Jul 11, 2024 | Visual Question Answering | CodeCode Available | 2 |
| MC-LLaVA: Multi-Concept Personalized Vision-Language Model | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 |
| MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding | Oct 15, 2024 | Visual Question Answering | CodeCode Available | 2 |
| Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models | Jan 25, 2025 | AttributeContrastive Learning | CodeCode Available | 2 |
| LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models | Mar 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Efficient Large Multi-modal Models via Visual Context Compression | Jun 28, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 2 |
| ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models | May 24, 2024 | Visual Question Answering | CodeCode Available | 2 |
| LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents | Nov 9, 2023 | Instruction FollowingLLM real-life tasks | CodeCode Available | 2 |
| LLMGA: Multimodal Large Language Model based Generation Assistant | Nov 27, 2023 | Image GenerationLanguage Modeling | CodeCode Available | 2 |
| CoLLaVO: Crayon Large Language and Vision mOdel | Feb 17, 2024 | Large Language Modelmodel | CodeCode Available | 2 |
| LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models | Nov 28, 2023 | Image CaptioningQuestion Answering | CodeCode Available | 2 |
| LOVA3: Learning to Visual Question Answering, Asking and Assessment | May 23, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 2 |
| LinVT: Empower Your Image-level Large Language Model to Understand Videos | Dec 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs | Apr 25, 2024 | Visual GroundingVisual Question Answering | CodeCode Available | 2 |
| LingoQA: Visual Question Answering for Autonomous Driving | Dec 21, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Large Continual Instruction Assistant | Oct 8, 2024 | Question AnsweringSemantic Similarity | CodeCode Available | 2 |
| JourneyDB: A Benchmark for Generative Image Understanding | Jul 3, 2023 | Image CaptioningImage Comprehension | CodeCode Available | 2 |
| Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model | Mar 6, 2025 | General KnowledgeImage Captioning | CodeCode Available | 2 |
| LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models | Jun 15, 2023 | HallucinationImage Captioning | CodeCode Available | 2 |
| Aligning Modalities in Vision Large Language Models via Preference Fine-tuning | Feb 18, 2024 | HallucinationInstruction Following | CodeCode Available | 2 |
| ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement | Apr 2, 2025 | DecoderImage Generation | CodeCode Available | 2 |
| Imp: Highly Capable Large Multimodal Models for Mobile Devices | May 20, 2024 | QuantizationVisual Question Answering | CodeCode Available | 2 |
| Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning | Jun 26, 2023 | HallucinationVisual Question Answering | CodeCode Available | 2 |
