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Dense-Captioning Events in Videos: SYSU Submission to ActivityNet Challenge 2020

2020-06-21Code Available1· sign in to hype

Teng Wang, Huicheng Zheng, Mingjing Yu

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Abstract

This technical report presents a brief description of our submission to the dense video captioning task of ActivityNet Challenge 2020. Our approach follows a two-stage pipeline: first, we extract a set of temporal event proposals; then we propose a multi-event captioning model to capture the event-level temporal relationships and effectively fuse the multi-modal information. Our approach achieves a 9.28 METEOR score on the test set.

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Benchmark Results

DatasetModelMetricClaimedVerifiedStatus
ActivityNet CaptionsTSRM-CMG-HRNN+SCSTMETEOR9.71Unverified

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