Update README.md

README.md

@@ -168,10 +168,13 @@ add hyperlink to demo
 ```python
 from datasets import load_dataset
 dataset = load_dataset("LVHaystack/LongVideoHaystack")
-print(dataset)
+print(dataset['train'])
 ```
 ```bash
-... TODO
+Dataset({
+    features: ['video_id', 'vclip_id', 'question', 'options', 'answer', 'frame_indexes_video', 'frame_indexes_vclip', 'video_metadata'],
+    num_rows: 12892
+})
 ```
 
 #### Download and Process Video Source
@@ -208,25 +211,26 @@ To follow evaluation for LongVideoBench in our paper, please find script to tran
 
 #### Dataset Statistics Summary
 
-| **Metric**                    | **Total**    | **Train**   | **Test**    |
-|-------------------------------|--------------|-------------|-------------|
-| **Video Statistics**           |              |             |             |
-| Total Videos                   | **988**      | **744**     | **244**     |
-| Total Video Duration (hr)      | 423.3        | 322.2       | 101.0       |
-| Avg. Video Duration (min)      | 25.7         | 26.0        | 24.8        |
-| **Clip Statistics**            |              |             |             |
-| Total Video Clips              | **1,324**    | **996**     | **328**     |
-| Total Video Clip Duration (hr) | 180.4        | 135.3       | 45.0        |
-| Avg. Video Clip Duration (sec) | 8.2          | 8.2         | 8.2         |
-| **Frame Statistics**           |              |             |             |
-| Total Frames (k)               | **45,700**   | **34,800**  | **10,900**  |
-| Avg. Frames per Video (k)      | 46.3         | 46.8        | 44.7        |
-| Ratio of Keyframe / Frame (‰)  | 0.62         | 0.59        | 0.71        |
-| **QA Statistics**              |              |             |             |
-| Total QA Pairs                 | **15,092**   | **11,218**  | **3,874**   |
-| Avg. QA Pair per Video         | 15.3         | 15.1        | 15.9        |
-| Avg. QA Pair per Clip          | 11.4         | 11.3        | 11.8        |
-| Avg. Keyframes per Question    | 1.88         | 1.84        | 2.01        |
+| **Metric**                     | **Total**    | **Train**   | **Val**     | **Test**    | **Test_Tiny** |
+|--------------------------------|--------------|-------------|-------------|-------------|---------------|
+| **Video Statistics**           |              |             |             |             |               |
+| Total Videos                   | **988**      | **858**     | **71**      | **53**      | **13**        |
+| Total Video Duration (hr)      | 423.30       | 371.76      | 27.39       | 24.42       | 4.33          |
+| Avg. Video Duration (min)      | 25.71        | 26.00       | 23.15       | 27.65       | 19.97         |
+| **Clip Statistics**            |              |             |             |             |               |
+| Total Video Clips              | **1,324**    | **1,141**   | **89**      | **80**      | **17**        |
+| Total Video Clip Duration (hr) | 180.40       | 156.09      | 11.97       | 10.56       | 2.18          |
+| Avg. Video Clip Duration (sec) | 490.50       | 492.49      | 484.05      | 474.98      | 461.53        |
+| **Frame Statistics**           |              |             |             |             |               |
+| Total Frames (k)               | **45,716**   | **40,150**  | **2,958**   | **2,637**   | **467**       |
+| Avg. Frames per Video (k)      | 46.27        | 46.80       | 41.66       | 49.76       | 35.95         |
+| Ratio of Keyframe / Frame (‰)  | 0.62         | 0.59        | 0.69        | 0.78        | 0.89          |
+| **QA Statistics**              |              |             |             |             |               |
+| Total QA Pairs                 | **15,092**   | **12,892**  | **1,000**   | **1,000**   | **200**       |
+| Avg. QA Pair per Video         | 15.28        | 15.03       | 14.08       | 18.87       | 15.38         |
+| Avg. QA Pair per Clip          | 11.40        | 11.30       | 11.24       | 12.50       | 11.76         |
+| Avg. Keyframes per Question    | 1.88         | 1.85        | 2.05        | 2.07        | 2.07          |
+
 
 
 #### Evaluation scripts