AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos

ECCV 2018 • Zheng Shou • Hang Gao • Lei Zhang • Kazuyuki Miyazawa • Shih-Fu Chang

Temporal Action Localization (TAL) in untrimmed video is important for many applications. But it is very expensive to annotate the segment-level ground truth (action class and temporal boundary)... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Weakly Supervised Action Localization ActivityNet-1.2 AutoLoc mAP@0.5 27.3 # 9
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Weakly Supervised Action Localization THUMOS 2014 AutoLoc mAP@0.5 21.2 # 10
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mAP@0.1:0.7 - # 7
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