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| Language Repository for Long Video Understanding | Mar 21, 2024 | EgoSchemaQuestion Answering | CodeCode Available | 1 |
| Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering | Apr 7, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Localized Questions in Medical Visual Question Answering | Jul 3, 2023 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
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| Counterfactual Samples Synthesizing for Robust Visual Question Answering | Mar 14, 2020 | counterfactualQuestion Answering | CodeCode Available | 1 |
| LaPA: Latent Prompt Assist Model For Medical Visual Question Answering | Apr 19, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning | Mar 20, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Linearly Mapping from Image to Text Space | Sep 30, 2022 | Image CaptioningImage to text | CodeCode Available | 1 |
| Kosmos-2: Grounding Multimodal Large Language Models to the World | Jun 26, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
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| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors | Oct 18, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 1 |
| Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding | Dec 14, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection | Jul 26, 2022 | DecoderKnowledge Graphs | CodeCode Available | 1 |
| Just Ask: Learning to Answer Questions from Millions of Narrated Videos | Dec 1, 2020 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Combo of Thinking and Observing for Outside-Knowledge VQA | May 10, 2023 | DecoderQuestion Answering | CodeCode Available | 1 |
| Advancing High Resolution Vision-Language Models in Biomedicine | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| JDocQA: Japanese Document Question Answering Dataset for Generative Language Models | Mar 28, 2024 | HallucinationQuestion Answering | CodeCode Available | 1 |
| Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts | Oct 31, 2023 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering | Jun 16, 2023 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering | May 22, 2025 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
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| Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning | May 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models | Dec 5, 2023 | BenchmarkingVisual Question Answering | CodeCode Available | 1 |
| Instruction-Guided Visual Masking | May 30, 2024 | Instruction FollowingVisual Grounding | CodeCode Available | 1 |
| Bayesian Attention Modules | Oct 20, 2020 | Image CaptioningMachine Translation | CodeCode Available | 1 |
| InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks | Dec 21, 2023 | Image RetrievalImage-to-Text Retrieval | CodeCode Available | 1 |
| Language-Informed Visual Concept Learning | Dec 6, 2023 | DisentanglementNovel Concepts | CodeCode Available | 1 |
| InfMLLM: A Unified Framework for Visual-Language Tasks | Nov 12, 2023 | GPUImage Captioning | CodeCode Available | 1 |
| An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA | Sep 10, 2021 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| In Defense of Grid Features for Visual Question Answering | Jan 10, 2020 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| Improving Selective Visual Question Answering by Learning from Your Peers | Jun 14, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model | Jul 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning | Dec 4, 2024 | Multimodal Large Language ModelVideo Understanding | CodeCode Available | 1 |
| IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents | Dec 10, 2024 | Cross-Modal RetrievalImage Classification | CodeCode Available | 1 |
| Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency | Apr 24, 2025 | BenchmarkingMath | CodeCode Available | 1 |
| Visual Grounding Methods for VQA are Working for the Wrong Reasons! | Apr 12, 2020 | Question AnsweringVisual Grounding | CodeCode Available | 1 |
| IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models | Mar 23, 2024 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation | Nov 17, 2024 | Action Recognitionbackdoor defense | CodeCode Available | 1 |
| A Dataset and Baselines for Visual Question Answering on Art | Aug 28, 2020 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning | Oct 25, 2021 | Arithmetic ReasoningMathematical Question Answering | CodeCode Available | 1 |
| CoCa: Contrastive Captioners are Image-Text Foundation Models | May 4, 2022 | Action ClassificationDecoder | CodeCode Available | 1 |
| An Approach to Solving the Abstraction and Reasoning Corpus (ARC) Challenge | Jun 6, 2023 | ARCQuestion Answering | CodeCode Available | 1 |
| Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models | Dec 15, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages | Jan 27, 2022 | Cross-Modal RetrievalFew-Shot Learning | CodeCode Available | 1 |
| HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models | Mar 20, 2024 | MMEVisual Question Answering | CodeCode Available | 1 |
| Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment | Feb 21, 2024 | Language ModellingQuestion Answering | CodeCode Available | 1 |
| I2I: Initializing Adapters with Improvised Knowledge | Apr 4, 2023 | Continual LearningQuestion Answering | CodeCode Available | 1 |
| I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision | Nov 17, 2022 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 | Aug 23, 2023 | Instruction FollowingQuestion Answering | CodeCode Available | 1 |
