| A Simple Baseline for Knowledge-Based Visual Question Answering | Oct 20, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 | 5 |
| MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models | Feb 28, 2025 | Decision MakingHallucination | CodeCode Available | 0 | 5 |
| Measuring Faithful and Plausible Visual Grounding in VQA | May 24, 2023 | Question AnsweringVisual Grounding | CodeCode Available | 0 | 5 |
| Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning | Mar 14, 2018 | Question AnsweringVisual Question Answering | CodeCode Available | 0 | 5 |
| Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images | Feb 8, 2024 | Image CaptioningQuestion Answering | CodeCode Available | 0 | 5 |
| Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering | Sep 13, 2021 | Data AugmentationQuestion Answering | CodeCode Available | 0 | 5 |
| Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding | Mar 18, 2025 | document understandingQuestion Answering | CodeCode Available | 0 | 5 |
| Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering | Dec 11, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models | Dec 31, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 0 | 5 |
| Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts | Jun 25, 2024 | FairnessQuestion Answering | CodeCode Available | 0 | 5 |
