Update README.md

README.md

@@ -24,4 +24,70 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: mit
+task_categories:
+- image-text-to-text
+- image-to-text
+language:
+- tr
+- en
+pretty_name: YKS - Uniform
+size_categories:
+- 1K<n<10K
 ---
+# Dataset Card for Dataset Name
+
+<!-- Provide a quick summary of the dataset. -->
+
+Large Language Models (LLMs) and Large Multimodal Models (LMMs) demonstrate impressive problem-solving skills across many tasks and domains. However, their ability to reason over structured, curriculum-based educational questions—particularly in the context of Turkish high school entrance examinations—has not been systematically studied.
+
+To address this gap, we introduce YKS Uniform, a balanced multimodal benchmark covering the Turkish high school curriculum with equal representation across all topics. By sampling six questions per topic, we constructed a dataset of 1,854 multimodal questions spanning both TYT and AYT exams. These questions require deep reasoning over text, diagrams, and exam-style contexts.
+
+Using this benchmark, we conducted a comprehensive evaluation of 16 open-weight and proprietary models. Our results highlight both the strengths and limitations of current models in handling exam-style reasoning tasks. The best-performing system, Gemini-2.5-Flash, achieved an overall accuracy of %84.7, substantially higher than open-weight alternatives but still leaving a measurable gap to human-level performance.
+
+Visit [YKS Uniform](https://yks-uniform.github.io/) webpage for details.
+
+## Dataset Details
+
+### Dataset Description
+
+<!-- Provide a longer summary of what this dataset is. -->
+1854 multimodal exam preparation questions spanning 309 topics in Turkish High School curriculum. Each topic is equally represented by sampling first six questions of each topic's test from publicly available e-books of a publisher. For academic use only. 
+
+
+- **Curated by:** Egemen Sert, Şeyda Ertekin
+- **Language(s) (NLP):** Turkish, English
+- **License:** MIT
+
+### Dataset Sources [optional]
+
+<!-- Provide the basic links for the dataset. -->
+
+- **Repository:** [[More Information Needed]](https://yks-uniform.github.io/)
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the dataset is intended to be used. -->
+
+This is a benchmark dataset for academic use only. Please use the dataset exclusively for benchmarking purposes. 
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+@misc{yksuniform2025,
+  title        = {YKS Uniform: A Balanced Multimodal Benchmark Covering the Turkish High School Curriculum},
+  author       = {Sert, Egemen and Ertekin, Şeyda},
+  year         = {2025},
+  howpublished = {\url{https://yks-uniform.github.io/}},
+  note         = {Accessed: 2025-08-23}
+}
+
+
+## Dataset Card Contact
+
+Please contact egemen.sert@metu.edu.tr for submissions and benchmark related questions.