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‎InternVideo2/README.md‎

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<!-- [中文 README](README_cn.md) -->
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/action-classification-on-kinetics-400)](https://paperswithcode.com/sota/action-classification-on-kinetics-400?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/action-classification-on-kinetics-600)](https://paperswithcode.com/sota/action-classification-on-kinetics-600?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/action-classification-on-kinetics-700)](https://paperswithcode.com/sota/action-classification-on-kinetics-700?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/action-recognition-in-videos-on-something)](https://paperswithcode.com/sota/action-recognition-in-videos-on-something?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/action-recognition-in-videos-on-activitynet)](https://paperswithcode.com/sota/action-recognition-in-videos-on-activitynet?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/action-classification-on-moments-in-time)](https://paperswithcode.com/sota/action-classification-on-moments-in-time?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/action-recognition-on-hacs)](https://paperswithcode.com/sota/action-recognition-on-hacs?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-video-retrieval-on-msr-vtt)](https://paperswithcode.com/sota/zero-shot-video-retrieval-on-msr-vtt?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-video-retrieval-on-msvd)](https://paperswithcode.com/sota/zero-shot-video-retrieval-on-msvd?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-video-retrieval-on-lsmdc)](https://paperswithcode.com/sota/zero-shot-video-retrieval-on-lsmdc?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-video-retrieval-on-didemo)](https://paperswithcode.com/sota/zero-shot-video-retrieval-on-didemo?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-video-retrieval-on-vatex)](https://paperswithcode.com/sota/zero-shot-video-retrieval-on-vatex?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-video-retrieval-on-activitynet)](https://paperswithcode.com/sota/zero-shot-video-retrieval-on-activitynet?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-retrieval-on-msr-vtt)](https://paperswithcode.com/sota/video-retrieval-on-msr-vtt?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-retrieval-on-didemo)](https://paperswithcode.com/sota/video-retrieval-on-didemo?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-retrieval-on-msvd)](https://paperswithcode.com/sota/video-retrieval-on-msvd?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-retrieval-on-lsmdc)](https://paperswithcode.com/sota/video-retrieval-on-lsmdc?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-retrieval-on-activitynet)](https://paperswithcode.com/sota/video-retrieval-on-activitynet?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-retrieval-on-vatex)](https://paperswithcode.com/sota/video-retrieval-on-vatex?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/text-to-audio-retrieval-on-audiocaps)](https://paperswithcode.com/sota/text-to-audio-retrieval-on-audiocaps?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/text-to-audio-retrieval-on-clotho)](https://paperswithcode.com/sota/text-to-audio-retrieval-on-clotho?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-text-to-audio-retrieval-on)](https://paperswithcode.com/sota/zero-shot-text-to-audio-retrieval-on?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-text-to-audio-retrieval-on-clotho)](https://paperswithcode.com/sota/zero-shot-text-to-audio-retrieval-on-clotho?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/audio-classification-on-esc-50)](https://paperswithcode.com/sota/audio-classification-on-esc-50?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-grounding-on-qvhighlights)](https://paperswithcode.com/sota/video-grounding-on-qvhighlights?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/temporal-action-localization-on-fineaction)](https://paperswithcode.com/sota/temporal-action-localization-on-fineaction?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/temporal-action-localization-on-hacs)](https://paperswithcode.com/sota/temporal-action-localization-on-hacs?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/temporal-action-localization-on-thumos14)](https://paperswithcode.com/sota/temporal-action-localization-on-thumos14?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/temporal-action-localization-on-activitynet)](https://paperswithcode.com/sota/temporal-action-localization-on-activitynet?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/zero-shot-video-question-answer-on-egoschema-1)](https://paperswithcode.com/sota/zero-shot-video-question-answer-on-egoschema-1?p=internvideo2-scaling-video-foundation-models)
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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/internvideo2-scaling-video-foundation-models/video-instance-segmentation-on-youtube-vis-1)](https://paperswithcode.com/sota/video-instance-segmentation-on-youtube-vis-1?p=internvideo2-scaling-video-foundation-models)
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This repo will give the code and models of '[InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding](https://arxiv.org/abs/2403.15377)' soon.
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- **Achieved `92.1%` Top1 accuracy in Kinetics 400.**

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