Dance with Flow: Two-in-One Stream Action Detection

CVPR 2019 Jiaojiao ZhaoCees G. M. Snoek

The goal of this paper is to detect the spatio-temporal extent of an action. The two-stream detection network based on RGB and flow provides state-of-the-art accuracy at the expense of a large model-size and heavy computation... (read more)

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Results from the Paper


#2 best model for Action Detection on UCF101-24 (mAP metric)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK LEADERBOARD
Action Recognition In Videos UCF101 two-in-one two stream 3-fold Accuracy 92 # 18
Action Detection UCF101-24 two-in-one two stream mAP 22.02 # 2