update

README.md

@@ -60,50 +60,107 @@ configs:
 - config_name: default
   data_files:
   - split: train
-    path: data/train-*
+    path: data/trai   n-*
   - split: test
     path: data/test-*
 ---
 
 <h1 align='center' style="text-align:center; font-weight:bold; font-size:2.0em;letter-spacing:2.0px;">
-                [[PAPER_TITLE]]</h1>      
+    LV-Haystack: Temporal Search in Long-Form Video Understanding</h1>    
+
+
 <p align='center' style="text-align:center;font-size:1.25em;">
-    <a href="[[AUTHOR_PAGE]]" target="_blank" style="text-decoration: none;">[[FIRST_NAME]]&nbsp;[[LAST_NAME]]</a>,&nbsp;
-&nbsp;Northwestern University<br/>
-<em>[[CONFERENCE_TITLE]]</em><br/>
-<a href="[[WEBSITE_LINK]]" title="Website" target="_blank" rel="nofollow" style="text-decoration: none;">🌎Website</a> |
-<a href="[[CODE_LINK]]" title="Dataset" target="_blank" rel="nofollow" style="text-decoration: none;">🧑‍💻Code</a> |
-<a href="[[ARXIV_LINK]]" title="aXiv" target="_blank" rel="nofollow" style="text-decoration: none;">📄arXiv</a> |
-<a href="[[LEADERBOARD_LINK]]" title="Leaderboard" target="_blank" rel="nofollow" style="text-decoration: none;">🏆 Leaderboard</a>
+<a href="https://jhuiye.com/" target="_blank">Jinhui Ye<sup>1</sup></a>,&nbsp;
+<a href="https://zihanwang314.github.io/" target="_blank">Zihan Wang<sup>2</sup></a>,&nbsp;
+<a href="https://haosensun.github.io/" target="_blank">Haosen Sun<sup>2</sup></a>,&nbsp;
+<a href="https://keshik6.github.io/" target="_blank">Keshigeyan Chandrasegaran<sup>1</sup></a>,&nbsp;
+<a href="https://zanedurante.github.io/" target="_blank">Zane Durante<sup>1</sup></a>,&nbsp;<br/>
+<a href="https://ceyzaguirre4.github.io/" target="_blank">Cristobal Eyzaguirre<sup>1</sup></a>,&nbsp;
+<a href="https://talkingtorobots.com/yonatanbisk.html" target="_blank">Yonatan Bisk<sup>3</sup></a>,&nbsp;
+<a href="https://www.niebles.net/" target="_blank">Juan Carlos Niebles<sup>1</sup></a>,&nbsp;
+<a href="https://profiles.stanford.edu/ehsan-adeli" target="_blank">Ehsan Adeli<sup>1</sup></a>,&nbsp;
+<a href="https://profiles.stanford.edu/fei-fei-li/" target="_blank">Li Fei-Fei<sup>1</sup></a>,&nbsp;
+<a href="https://jiajunwu.com/" target="_blank">Jiajun Wu<sup>1</sup></a>,&nbsp;
+<a href="https://limanling.github.io/" target="_blank">Manling Li<sup>2</sup></a><br/>
+&nbsp;Stanford University<sup>1</sup>, Northwestern University<sup>2</sup>, Carnegie Mellon University<sup>3</sup><br/>
+<em>Conference on AI Research, 2025</em><br/>
+<a href="https://examplewebsite.com" title="Website" target="_blank" rel="nofollow" style="text-decoration: none;">🌎Website</a> |
+<a href="https://examplecode.com" title="Dataset" target="_blank" rel="nofollow" style="text-decoration: none;">🧑‍💻Code</a> |
+<a href="https://arxiv.org/examplepaper" title="aXiv" target="_blank" rel="nofollow" style="text-decoration: none;">📄arXiv</a> |
+<a href="https://exampleleaderboard.com" title="Leaderboard" target="_blank" rel="nofollow" style="text-decoration: none;">🏆 Leaderboard (Coming Soon)</a><br>
 </p>
 
-
-<h1 align='center' style="text-align:center; font-weight:bold; font-size:2.0em;letter-spacing:2.0px;">
-                [[TITLE]]</h1>      
+<img src="assets/img/logo.png" alt="Logo" width="400" height="auto" style="display:block; margin:auto;" />
 <p align='center' style="text-align:center;font-size:1.25em;">
-    [[AUTHOR_1]],&nbsp;
-    [[AUTHOR_2]],&nbsp;
-    [[AUTHOR_3]],&nbsp;
-    [[AUTHOR_4]],&nbsp;
-    [[AUTHOR_5]],&nbsp;<br/>
-    [[AUTHOR_6]],&nbsp;
-    [[AUTHOR_7]],&nbsp;
-    [[AUTHOR_8]],&nbsp;
-    [[AUTHOR_9]],&nbsp;
-    [[AUTHOR_10]]<br/>
-&nbsp;[[INSTITUTION]]<br/>
-<em>[[VENUE_AND_YEAR]]</em><br/>
-<a href="[[WEBSITE_LINK]]" title="Website" target="_blank" rel="nofollow" style="text-decoration: none;">🌎Website</a> |
-<a href="[[CODE_LINK]]" title="Dataset" target="_blank" rel="nofollow" style="text-decoration: none;">🧑‍💻Code</a> |
-<a href="[[PAPER_LINK]]" title="aXiv" target="_blank" rel="nofollow" style="text-decoration: none;">📄arXiv</a> |
-<a href="[[LEADERBOARD_LINK]]" title="Leaderboard" target="_blank" rel="nofollow" style="text-decoration: none;">🏆 Leaderboard</a>
+  <a align='center' style="text-decoration: none; color: gray">
+  Dataset is part of the <a href="">T* project</a></p>
+
+<p align=center>
+NOTE: Does Manling need Stanford Affiliation? <br>
+NOTE: Fill in website url etc
 </p>
 
-## 📣 News
 
-- **[[DATE]]: [[NEWS_ITEM]]**
 
-<img src="[[IMAGE_LINK]]" alt="image description" width="850" height="200">
+## News
+
+- **1/1/2025: Thrilled to announce T\* and LV-Haystack!**
+
+
+## Dataset Sample
+
+```python
+{
+    'vclip_id': '6338b73e-393f-4d37-b278-68703b45908c',
+    'question_id': 10,
+    'question': 'What nail did I pull out?',
+    'answer': 'E',
+    'frame_indexes': [5036, 5232],
+    'choices': {
+        'A': 'The nail from the front wheel fender',
+        'B': 'The nail from the motorcycle battery compartment',
+        'C': 'The nail from the left side of the motorcycle seat',
+        'D': 'The nail from the rearview mirror mount',
+        'E': 'The nail on the right side of the motorcycle exhaust pipe'
+    },
+    'video_metadata': {
+        'CLIP-reference-interval': [180.0, 240.0],  # Time interval of the video clip
+        'frame_count': 14155,  # Total number of frames in the video
+        'frame_rate': 30.0,  # Frame rate of the video
+        'duration': 471.8333435058594,  # Duration of the video in seconds
+        'resolution': '454x256',  # Original resolution of the video
+        'frame_dimensions': None,  # Frame dimensions (if available)
+        'codec': 'N/A',  # Codec used for the video (not available here)
+        'bitrate': 0,  # Bitrate of the video
+        'frame_dimensions_resized': [340, 256],  # Resized frame dimensions
+        'resolution_resized': '340x256',  # Resized resolution
+        'video_id': 'b6ae365a-dd70-42c4-90d6-e0351778d991'  # Unique video identifier
+    }
+}
+```
+
+## Usage
+
+```python
+from datasets import load_dataset
+dataset = load_dataset("LVHaystack/LongVideoHaystack")
+print(dataset)
+```
+```bash
+>>> DatasetDict({
+    train: Dataset({
+        features: ['vclip_id', 'question_id', 'question', 'answer', 'frame_indexes', 'choices', 'video_metadata'],
+        num_rows: 11218
+    })
+    test: Dataset({
+        features: ['vclip_id', 'question_id', 'question', 'answer', 'frame_indexes', 'choices', 'video_metadata'],
+        num_rows: 3874
+    })
+})
+```
+
+
+
 
 ## Abstract
 
@@ -113,20 +170,7 @@ configs:
 
 <img src="[[STATISTICS_IMAGE_LINK]]" alt="image description" width="850" height="200">
 
-## Downloading Data and Benchmarking Guide
-To download the data:
-
-1. **Download Instructions:**
-Follow the instructions provided [here]( [[DOWNLOAD_INSTRUCTIONS_LINK]] ).
-We provide unique identifiers (UIDs) for the data sets in ```[[DATA_ORGANIZATION_PATH]]```.
-
-2. **Demo Data:**
-For a quick start, we include one demo example: ```[[DEMO_DATA_PATH]]```.
-
-3. **Benchmarking Guide:**
-We provide a step-by-step guide for benchmarking [here]( [[BENCHMARKING_GUIDE_LINK]] ).
 
-**👉Note:** For evaluations, we recommend starting with our development set ([[DEV_SET_DETAILS]]).
 
 ## Dataset Organization