Create README.md

README.md

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+---
+configs:
+  - config_name: fig2cap
+  - config_name: cap2fig
+task_categories:
+- question-answering
+tags:
+- science
+pretty_name: Scientific Figure Interpretation Benchmark
+size_categories:
+- n<1k
+language:
+- en
+---
+
+# Dataset Card for SciFIBench
+
+## Dataset Description
+
+- **Homepage:** [https://github.com/jonathan-roberts1/SciFIBench](https://github.com/jonathan-roberts1/SciFIBench)
+- **Paper:** [SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation](https://github.com/jonathan-roberts1/SciFIBench/blob/main/SciFIBench.pdf)
+
+### Dataset Summary
+The SciFIBench (Scientific Figure Interpretation Benchmark) contains 1000 multiple-choice scientific figure interpretation questions covering two tasks. Task 1: 
+Figure -> Caption involves selecting the most appropriate caption given a figure; Task 2: Caption -> Figure involves the opposite -- selecting the most appropriate 
+figure given a caption. This benchmark was curated from the SciCap dataset, using adversarial filtering to obtain hard negatives. Human verification has been performed 
+on each question to ensure high-quality, 
+answerable questions.
+
+
+### Source Data
+
+More information regarding the source data can be found in: https://arxiv.org/abs/2110.11624
+
+### Dataset Curators
+
+This dataset was curated by Jonathan Roberts, Kai Han, Neil Houlsby, and Samuel Albanie
+
+
+### Citation Information
+Coming soon!