| Faithful Multimodal Explanation for Visual Question Answering | Sep 8, 2018 | Explanatory Visual Question AnsweringQuestion Answering | 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 |
| Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving | Mar 27, 2025 | AttributeAutonomous Driving | CodeCode Available | 1 | 5 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | CodeCode Available | 1 | 5 |
| Kosmos-2: Grounding Multimodal Large Language Models to the World | Jun 26, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 | 5 |
| Language-Informed Visual Concept Learning | Dec 6, 2023 | DisentanglementNovel Concepts | CodeCode Available | 1 | 5 |
| DeVLBert: Learning Deconfounded Visio-Linguistic Representations | Aug 16, 2020 | Image RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! | Jun 6, 2023 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding | Aug 5, 2022 | Image RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection | Jul 26, 2022 | DecoderKnowledge Graphs | CodeCode Available | 1 | 5 |
| FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Question-Aware Gaussian Experts for Audio-Visual Question Answering | Mar 6, 2025 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 | 5 |
| MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models | Sep 23, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection | Nov 5, 2023 | Anomaly DetectionQuestion Answering | CodeCode Available | 1 | 5 |
| ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification | Apr 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 | 5 |
| Language Repository for Long Video Understanding | Mar 21, 2024 | EgoSchemaQuestion Answering | CodeCode Available | 1 | 5 |
| Large-Scale Adversarial Training for Vision-and-Language Representation Learning | Jun 11, 2020 | Image-text RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| ReasonDrive: Efficient Visual Question Answering for Autonomous Vehicles with Reasoning-Enhanced Small Vision-Language Models | Apr 14, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Disentangling 3D Prototypical Networks For Few-Shot Concept Learning | Nov 6, 2020 | 3D geometry3D Object Detection | CodeCode Available | 1 | 5 |
| Recursive Visual Programming | Dec 4, 2023 | Code GenerationQuestion Answering | CodeCode Available | 1 | 5 |
| MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting | Oct 13, 2022 | Image CaptioningQuestion Answering | CodeCode Available | 1 | 5 |
| Distilled Dual-Encoder Model for Vision-Language Understanding | Dec 16, 2021 | Image to textmodel | CodeCode Available | 1 | 5 |
| Check It Again:Progressive Visual Question Answering via Visual Entailment | Aug 1, 2021 | Question AnsweringVisual Entailment | CodeCode Available | 1 | 5 |
| Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention | Nov 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Check It Again: Progressive Visual Question Answering via Visual Entailment | Jun 8, 2021 | Question AnsweringVisual Entailment | CodeCode Available | 1 | 5 |
