Temporal Segment Networks for Action Recognition in Videos

8 May 2017Limin WangYuanjun XiongZhe WangYu QiaoDahua LinXiaoou TangLuc Van Gool

Deep convolutional networks have achieved great success for image recognition. However, for action recognition in videos, their advantage over traditional methods is not so evident... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Action Classification Moments in Time TSN-2Stream Top 1 Accuracy 25.32% # 6
Action Classification Moments in Time TSN-2Stream Top 5 Accuracy 50.10% # 5
Action Classification Moments in Time TSN-Flow Top 1 Accuracy 15.71% # 8
Action Classification Moments in Time TSN-Flow Top 5 Accuracy 34.65% # 7
Action Classification Moments in Time TSN Top 1 Accuracy 24.11% # 7
Action Classification Moments in Time TSN Top 5 Accuracy 49.10% # 6