PDAN: Pyramid Dilated Attention Network for Action Detection

Handling long and complex temporal information is an important challenge for action detection tasks. This challenge is further aggravated by densely distributed actions in untrimmed videos... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Action Detection Charades I3D + PDAN (RGB+Flow) mAP 26.5 # 1
Action Detection Multi-THUMOS PDAN mAP 47.6 # 1
Action Detection TSU PDAN Frame-mAP 32.7 # 1

Methods used in the Paper


METHOD TYPE
Convolution
Convolutions