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rese1f committed Nov 28, 2023
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Expand Up @@ -29,6 +29,10 @@ MovieChat can handle videos with >10K frames on a 24GB graphics card. MovieChat
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/moviechat-from-dense-token-to-sparse-memory/zeroshot-video-question-answer-on-activitynet)](https://paperswithcode.com/sota/zeroshot-video-question-answer-on-activitynet?p=moviechat-from-dense-token-to-sparse-memory)\
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/moviechat-from-dense-token-to-sparse-memory/zeroshot-video-question-answer-on-msrvtt-qa)](https://paperswithcode.com/sota/zeroshot-video-question-answer-on-msrvtt-qa?p=moviechat-from-dense-token-to-sparse-memory)\
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/moviechat-from-dense-token-to-sparse-memory/zeroshot-video-question-answer-on-msvd-qa)](https://paperswithcode.com/sota/zeroshot-video-question-answer-on-msvd-qa?p=moviechat-from-dense-token-to-sparse-memory)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/moviechat-from-dense-token-to-sparse-memory/zero-shot-long-video-global-mode-question)](https://paperswithcode.com/sota/zero-shot-long-video-global-mode-question?p=moviechat-from-dense-token-to-sparse-memory)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/moviechat-from-dense-token-to-sparse-memory/zero-shot-long-video-breakpoint-mode-question)](https://paperswithcode.com/sota/zero-shot-long-video-breakpoint-mode-question?p=moviechat-from-dense-token-to-sparse-memory)


## 💡 Overview

![](src/assets/overview.png)
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<td><a href="https://arxiv.org/abs/1712.06761">MovieGraphs</a></td><td>0.73</td><td>15K</td><td>35</td><td>-</td><td>-</td><td>-</td>
</tr>
<tr align="center">
<td><a href="https://arxiv.org/abs/2007.10937">MovieNet</a></td><td>2.1</td><td>2.5K</td><td>-</td><td>-</td><td>-</td><td>---</td>
<td><a href="https://arxiv.org/abs/2007.10937">MovieNet</a></td><td>2.1</td><td>2.5K</td><td>-</td><td>-</td><td>-</td><td>-</td>
</tr>
<tr align="center">
<td>MovieChat-1K</td><td>9.4</td><td>1K</td><td>121</td><td>13K</td><td>7.8</td><td>2.3</td>
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