Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution Sep 18, 2024 Natural Language Visual Grounding
Code Code Available 5 Qwen2.5-VL Technical Report Feb 19, 2025 document understanding
Code Code Available 5 SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning Aug 10, 2024 Hallucination Optical Character Recognition
Code Code Available 5 mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models Aug 9, 2024 Language Modeling Language Modelling
Code Code Available 5 Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data Oct 24, 2024 Image Generation Question Generation
Code Code Available 5 MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models Apr 20, 2023 Image Description Language Modelling
Code Code Available 5 GPT-4 Technical Report Mar 15, 2023 answerability prediction Arithmetic Reasoning
Code Code Available 5 Improved Baselines with Visual Instruction Tuning Oct 5, 2023 Factual Inconsistency Detection in Chart Captioning Image Classification
Code Code Available 5 VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs Jun 11, 2024 Multiple-choice Question Answering
Code Code Available 5 TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document Mar 7, 2024 document understanding Key Information Extraction
Code Code Available 5 Ovis: Structural Embedding Alignment for Multimodal Large Language Model May 31, 2024 Language Modeling Multimodal Large Language Model
Code Code Available 5 CogAgent: A Visual Language Model for GUI Agents Dec 14, 2023 Language Modeling
Code Code Available 5 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Jan 28, 2022 Image Captioning Image-text matching
Code Code Available 5 VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jun 12, 2024 Image Generation Language Modeling
Code Code Available 5 LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention Mar 28, 2023 Instruction Following Language Modelling
Code Code Available 5 LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model Apr 28, 2023 Instruction Following model
Code Code Available 5 CogVLM: Visual Expert for Pretrained Language Models Nov 6, 2023 1 Image, 2*2 Stitching FS-MEVQA
Code Code Available 5 Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond Aug 24, 2023 Chart Question Answering FS-MEVQA
Code Code Available 5 OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models Aug 2, 2023 Visual Question Answering Visual Question Answering (VQA)
Code Code Available 5 Otter: A Multi-Modal Model with In-Context Instruction Tuning May 5, 2023 GPU In-Context Learning
Code Code Available 5 GLIPv2: Unifying Localization and Vision-Language Understanding Jun 12, 2022 2D Object Detection Contrastive Learning
Code Code Available 5 mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Apr 27, 2023 Visual Question Answering (VQA) Zero-Shot Video Question Answer
Code Code Available 5 mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Nov 7, 2023 1 Image, 2*2 Stitching Decoder
Code Code Available 5 OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM Feb 14, 2024 Medical Visual Question Answering Question Answering
Code Code Available 5 Exploring the Capabilities of Large Multimodal Models on Dense Text May 9, 2024 Prompt Engineering Visual Question Answering (VQA)
Code Code Available 5 OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning May 2, 2024 Autonomous Driving counterfactual
Code Code Available 5 Flamingo: a Visual Language Model for Few-Shot Learning Apr 29, 2022 Few-Shot Learning Generative Visual Question Answering
Code Code Available 5 Multi-label Cluster Discrimination for Visual Representation Learning Jul 24, 2024 Contrastive Learning Image-text Retrieval
Code Code Available 5 Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Nov 16, 2023 Language Modeling Language Modelling
Code Code Available 5 Tarsier: Recipes for Training and Evaluating Large Video Description Models Jun 30, 2024 Video Captioning Video Description
Code Code Available 5 Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization Feb 5, 2024 Science Question Answering Text-to-Video Generation
Code Code Available 5 LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token Jan 7, 2025 GPU Visual Question Answering (VQA)
Code Code Available 5 SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models Nov 13, 2023 Described Object Detection Language Modeling
Code Code Available 5 InternVideo: General Video Foundation Models via Generative and Discriminative Learning Dec 6, 2022 Action Classification Action Recognition
Code Code Available 5 mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video Feb 1, 2023 Action Classification Image Classification
Code Code Available 5 BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Jan 30, 2023 Generative Visual Question Answering Image Captioning
Code Code Available 5 Long Context Transfer from Language to Vision Jun 24, 2024 Language Modeling Language Modelling
Code Code Available 5 HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale Jun 27, 2024 Visual Question Answering (VQA)
Code Code Available 5 ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities May 18, 2023 1 Image, 2*2 Stitchi Action Classification
Code Code Available 5 Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent Nov 5, 2024 Benchmarking Hallucination
Code Code Available 5 All You May Need for VQA are Image Captions May 4, 2022 All Image Captioning
Code Code Available 5 Emu: Generative Pretraining in Multimodality Jul 11, 2023 Image Captioning Image Generation
Code Code Available 5 Evaluating Text-to-Visual Generation with Image-to-Text Generation Apr 1, 2024 Image to text Question Answering
Code Code Available 5 MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models Oct 16, 2024 Diagnostic Hallucination
Code Code Available 5 MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making Apr 22, 2024 Decision Making Medical Diagnosis
Code Code Available 5 MMSearch-R1: Incentivizing LMMs to Search Jun 25, 2025 RAG Retrieval-augmented Generation
Code Code Available 5 DriveLM: Driving with Graph Visual Question Answering Dec 21, 2023 Autonomous Driving Question Answering
Code Code Available 5 Ludwig: a type-based declarative deep learning toolbox Sep 17, 2019 Decoder Deep Learning
Code Code Available 5 Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition Dec 12, 2024 EgoSchema
Code Code Available 5 OCR-free Document Understanding Transformer Nov 30, 2021 Document Image Classification document understanding
Code Code Available 5 