Decoupling Localization and Classification in Single Shot Temporal Action Detection

16 Apr 2019Yupan HuangQi DaiYutong Lu

Video temporal action detection aims to temporally localize and recognize the action in untrimmed videos. Existing one-stage approaches mostly focus on unifying two subtasks, i.e., localization of action proposals and classification of each proposal through a fully shared backbone... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Temporal Action Localization THUMOS’14 Decouple-SSAD mAP [email protected] 44.2 # 2
mAP [email protected] 60.2 # 2
mAP [email protected] 54.1 # 2
mAP [email protected] 32.3 # 2
mAP [email protected] 19.1 # 3