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Open Vocabulary Action Detection

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Benchmarks

JHMDB

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MultiSports

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UCF101-24

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Most implemented

Scaling Open-Vocabulary Action Detection

2025-04-04 · 구현 1개

Papers

Scaling Open-Vocabulary Action Detection

2025-04-04 · Zhen Hao Sia, Yogesh Singh Rawat

In this work, we focus on scaling open-vocabulary action detection. Existing approaches for action detection are predominantly limited to closed-set scenarios and rely on complex, parameter-heavy architectures. Extending…

Action DetectionMultiple Action DetectionOpen Vocabulary Action DetectionSpatio-Temporal Action Localization+2

Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection

2024-11-17 · Wentao Bao, Kai Li, Yuxiao Chen, Deep Patel 외

Action detection aims to detect (recognize and localize) human actions spatially and temporally in videos. Existing approaches focus on the closed-set setting where an action detector is trained and tested on videos from…

Action DetectionOpen Vocabulary Action Detection