AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos

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
Weakly Supervised Action Localization THUMOS 2014 AutoLoc mAP@0.5 21.2 # 10
mAP@0.1:0.7 - # 7

Methods used in the Paper


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