| MDETR - Modulated Detection for End-to-End Multi-Modal Understanding | Jan 1, 2021 | Phrase GroundingQuestion Answering | CodeCode Available | 2 |
| LOVA3: Learning to Visual Question Answering, Asking and Assessment | May 23, 2024 | Question AnsweringVisual 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 |
| LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models | Mar 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models | Jun 15, 2023 | HallucinationImage Captioning | CodeCode Available | 2 |
| Med3DVLM: An Efficient Vision-Language Model for 3D Medical Image Analysis | Mar 25, 2025 | Contrastive LearningImage-text Retrieval | CodeCode Available | 2 |
| LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models | Nov 28, 2023 | Image CaptioningQuestion Answering | 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 |
| Large Continual Instruction Assistant | Oct 8, 2024 | Question AnsweringSemantic Similarity | CodeCode Available | 2 |
| Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model | Mar 6, 2025 | General KnowledgeImage Captioning | CodeCode Available | 2 |
| LingoQA: Visual Question Answering for Autonomous Driving | Dec 21, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner | May 16, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 |
| Efficient Large Multi-modal Models via Visual Context Compression | Jun 28, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 2 |
| LLMGA: Multimodal Large Language Model based Generation Assistant | Nov 27, 2023 | Image GenerationLanguage Modeling | CodeCode Available | 2 |
| LinVT: Empower Your Image-level Large Language Model to Understand Videos | Dec 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning | May 11, 2023 | 1 Image, 2*2 StitchingDiversity | CodeCode Available | 2 |
| MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts | Oct 3, 2023 | ChatbotImage Captioning | CodeCode Available | 2 |
| MC-LLaVA: Multi-Concept Personalized Vision-Language Model | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| A Simple Aerial Detection Baseline of Multimodal Language Models | Jan 16, 2025 | object-detectionObject Detection | CodeCode Available | 2 |
| GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration | Apr 23, 2024 | Collaborative InferenceIn-Context Learning | CodeCode Available | 2 |
| CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts | May 9, 2024 | Image CaptioningInstruction Following | CodeCode Available | 2 |
| MedM-VL: What Makes a Good Medical LVLM? | Apr 6, 2025 | Medical Image AnalysisQuestion Answering | CodeCode Available | 2 |
| Imp: Highly Capable Large Multimodal Models for Mobile Devices | May 20, 2024 | QuantizationVisual Question Answering | CodeCode Available | 2 |
| Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment | Nov 26, 2024 | Image Quality AssessmentQuestion Answering | CodeCode Available | 2 |
| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
