SlowFast Networks for Video Recognition

ICCV 2019 Christoph FeichtenhoferHaoqi FanJitendra MalikKaiming He

We present SlowFast networks for video recognition. Our model involves (i) a Slow pathway, operating at low frame rate, to capture spatial semantics, and (ii) a Fast pathway, operating at high frame rate, to capture motion at fine temporal resolution... (read more)

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Evaluation Results from the Paper


#2 best model for Action Classification on Charades (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
COMPARE
Action Classification Charades SlowFast MAP 45.2 # 2