| LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents | Nov 9, 2023 | Instruction FollowingLLM real-life tasks | CodeCode Available | 2 | 5 |
| LLMGA: Multimodal Large Language Model based Generation Assistant | Nov 27, 2023 | Image GenerationLanguage Modeling | CodeCode Available | 2 | 5 |
| LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models | Nov 28, 2023 | Image CaptioningQuestion Answering | CodeCode Available | 2 | 5 |
| 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 | 5 |
| A Simple Aerial Detection Baseline of Multimodal Language Models | Jan 16, 2025 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| Large Continual Instruction Assistant | Oct 8, 2024 | Question AnsweringSemantic Similarity | CodeCode Available | 2 | 5 |
| Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering | Nov 25, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 2 | 5 |
| BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions | Aug 19, 2023 | MMEOptical Character Recognition (OCR) | CodeCode Available | 2 | 5 |
| LingoQA: Visual Question Answering for Autonomous Driving | Dec 21, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 | 5 |
| BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks | May 26, 2023 | Image CaptioningMedical Visual Question Answering | CodeCode Available | 2 | 5 |
| Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models | Mar 19, 2024 | Instruction Followingvisual instruction following | CodeCode Available | 2 | 5 |
| LinVT: Empower Your Image-level Large Language Model to Understand Videos | Dec 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts | Oct 3, 2023 | ChatbotImage Captioning | CodeCode Available | 2 | 5 |
| Beyond Text: Frozen Large Language Models in Visual Signal Comprehension | Mar 12, 2024 | DeblurringDecoder | CodeCode Available | 2 | 5 |
| BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities | Dec 10, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 2 | 5 |
| JourneyDB: A Benchmark for Generative Image Understanding | Jul 3, 2023 | Image CaptioningImage Comprehension | CodeCode Available | 2 | 5 |
| DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception | Jul 11, 2024 | Visual Question Answering | CodeCode Available | 2 | 5 |
| GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI | Nov 21, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 | 5 |
| EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis | Sep 10, 2024 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 2 | 5 |
| Imp: Highly Capable Large Multimodal Models for Mobile Devices | May 20, 2024 | QuantizationVisual Question Answering | CodeCode Available | 2 | 5 |
| InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning | May 11, 2023 | 1 Image, 2*2 StitchingDiversity | CodeCode Available | 2 | 5 |
| Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model | Mar 6, 2025 | General KnowledgeImage Captioning | CodeCode Available | 2 | 5 |
| Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning | Mar 6, 2024 | Multimodal ReasoningQuestion Answering | CodeCode Available | 2 | 5 |
| Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate | Oct 9, 2024 | cross-modal alignmentVisual Question Answering | CodeCode Available | 2 | 5 |
| Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment | Nov 26, 2024 | Image Quality AssessmentQuestion Answering | CodeCode Available | 2 | 5 |
