initial upload

README.md

@@ -1,3 +1,31 @@
----
-license: mit
----
+---
+license: mit
+task_categories:
+- question-answering
+---
+# MM-SpuBench Datacard
+
+## Basic Information
+
+**Title:** The Multimodal Spurious Benchmark (MM-SpuBench)
+
+**Description:** MM-SpuBench is a comprehensive benchmark designed to evaluate the robustness of MLLMs to spurious biases. This benchmark systematically assesses how well these models distinguish between core and spurious features, providing a detailed framework for understanding and quantifying spurious biases.
+
+**Data Structure:**
+
+```
+├── data/images
+│   ├── 000000.jpg
+│   ├── 000001.jpg
+│   ├── 000002.jpg
+│   ├── ...
+│   └── 002399.jpg
+└── annotation.json
+```
+
+## Dataset Details
+
+- **Content Types:** VQA pairs with Concept Information
+- **Volume:** 2400 VQA pairs
+- **Source of Data:** Derived from ObjectNet as the primary source, and ImageNet-R (rendition), ImageNet-Sketch, ImageNet-A, and ImageNet-C (using ImageNet-Hard subset).
+- **Data Collection Method:** See the paper.