| MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering | Oct 27, 2020 | DiagnosticQuestion Answering | CodeCode Available | 1 | 5 |
| Change Detection Meets Visual Question Answering | Dec 12, 2021 | Answer GenerationChange Detection | CodeCode Available | 1 | 5 |
| Foundation Model is Efficient Multimodal Multitask Model Selector | Aug 11, 2023 | modelModel Selection | CodeCode Available | 1 | 5 |
| Making Large Language Models Better Data Creators | Oct 31, 2023 | Instruction FollowingPrompt Engineering | CodeCode Available | 1 | 5 |
| OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge | May 31, 2019 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules | May 11, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| MISS: A Generative Pretraining and Finetuning Approach for Med-VQA | Jan 10, 2024 | Medical Visual Question AnsweringMulti-Task Learning | CodeCode Available | 1 | 5 |
| Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer | Feb 18, 2021 | DecoderDocument Image Classification | CodeCode Available | 1 | 5 |
| Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture | Nov 22, 2021 | Handwritten Text Recognitionobject-detection | CodeCode Available | 1 | 5 |
| MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding | May 26, 2025 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| AI2-THOR: An Interactive 3D Environment for Visual AI | Dec 14, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression | May 22, 2025 | HallucinationImage Description | CodeCode Available | 1 | 5 |
| Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features | Jan 14, 2020 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving | Mar 27, 2025 | AttributeAutonomous Driving | CodeCode Available | 1 | 5 |
| Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering | Jul 6, 2021 | Active LearningObject Recognition | CodeCode Available | 1 | 5 |
| MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents | May 26, 2025 | BenchmarkingMinecraft | CodeCode Available | 1 | 5 |
| CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes | Apr 1, 2024 | Causal DiscoveryCausal Discovery in Video Reasoning | CodeCode Available | 1 | 5 |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 | 5 |
| Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models | Mar 25, 2025 | BenchmarkingImage Captioning | CodeCode Available | 1 | 5 |
| MemeCap: A Dataset for Captioning and Interpreting Memes | May 23, 2023 | Image CaptioningMeme Captioning | CodeCode Available | 1 | 5 |
| MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models | Jun 17, 2024 | BenchmarkingFact Checking | CodeCode Available | 1 | 5 |
| FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs | Mar 27, 2025 | AttributeBenchmarking | CodeCode Available | 1 | 5 |
| Can We Talk Models Into Seeing the World Differently? | Mar 14, 2024 | Image CaptioningImage Classification | CodeCode Available | 1 | 5 |
| Faithful Multimodal Explanation for Visual Question Answering | Sep 8, 2018 | Explanatory Visual Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning | May 31, 2022 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 | 5 |
