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Update README.md

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