Add dataset card README

README.md

@@ -1,33 +1,69 @@
 ---
-dataset_info:
-  builder_name: imagefolder
-  config_name: default
-  features:
-  - name: original_row_index
-    dtype: int64
-  - name: image
-    dtype: image
-  - name: Original_Caption
-    dtype: string
-  - name: Counterfactual_caption
-    dtype: string
-  - name: Question
-    dtype: string
-  - name: Image_bias_answer
-    dtype: string
-  - name: Text_bias_answer
-    dtype: string
-  - name: Plausible_Distractor
-    dtype: string
-  - name: language
-    dtype: string
-  splits:
-  - name: train
-    num_examples: 250
 language:
+- en
 - hi
 - te
 - ur
 - id
-- en
----
+license: mit
+task_categories:
+- question-answering
+- multiple-choice
+tags:
+- apart-global-south-hack
+- vlm-conflict
+- cross-modal
+- remote-sensing
+- counterfactual
+size_categories:
+- n<1K
+---
+
+# Remote Sensing VQA — Multilingual
+
+A multilingual counterfactual MCQ dataset built from remote sensing / satellite imagery.
+
+Each row contains a satellite image, two captions (original vs counterfactual), and a multiple-choice question probing whether a VLM follows the image or the misleading text.
+
+## Languages
+
+| Language          | Code | Rows |
+|:------------------|:-----|-----:|
+| English           | en   |   50 |
+| Hindi             | hi   |   50 |
+| Urdu              | ur   |   50 |
+| Telugu            | te   |   50 |
+| Bahasa Indonesia  | id   |   50 |
+
+## Columns
+
+| Column | Type | Description |
+|:-------|:-----|:------------|
+| `original_row_index` | int | Index linking back to the source RS-VQA row |
+| `image` | image | Satellite / remote sensing image |
+| `Original_Caption` | str | Caption describing the original image category |
+| `Counterfactual_caption` | str | Caption with a minimal counterfactual edit |
+| `Question` | str | Multiple-choice question probing the difference |
+| `Image_bias_answer` | str | Correct answer based on image evidence |
+| `Text_bias_answer` | str | Correct answer based on text (counterfactual) evidence |
+| `Plausible_Distractor` | str | Plausible but incorrect distractor answer |
+| `language` | str | Language of the row |
+
+## Dataset Statistics
+
+- **Total rows:** 250 (50 per language × 5 languages)
+- **Source:** Remote sensing VQA dataset with programmatic counterfactual captions
+- **Conflict types:** Category/land-use misattribution on satellite imagery
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("apart-global-south-hack/remote_sensing_VQA_multilingual", split="train")
+print(ds[0])
+```
+
+## Citation
+
+If you use this dataset, please cite our work on multilingual cross-modal conflict evaluation.