Update README.md

README.md

@@ -58,3 +58,39 @@ configs:
   - split: test
     path: data/test-*
 ---
+
+
+## Dataset Description
+
+- **Website:** https://behavior-in-the-wild.github.io/memorability.html
+- **Paper:** https://arxiv.org/pdf/2309.00378
+
+### Dataset Summary
+LAMDBA is a long term ad memorability dataset, featuring data from 1749 participants and 2205 ads across 276 brands.
+
+## Dataset Structure
+
+```python
+from datasets import load_dataset
+ds = load_dataset("behavior-in-the-wild/LAMBDA")
+ds
+
+DatasetDict({
+    train: Dataset({
+        features: ['video_id', 'recall_score', 'youtube_id', 'ad_details'],
+        num_rows: 1964
+    })
+    test: Dataset({
+        features: ['video_id', 'recall_score', 'youtube_id', 'ad_details'],
+        num_rows: 219
+    })
+})
+```
+
+### Data Fields
+
+- `video_id`: identifier for the data sample
+- `recall_score`: memorability score for the video between 0 to 1
+- `youtube_id`: youtube id for the video
+- `ad_details`: scene by scene features for each video
+