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. Author manuscript; available in PMC: 2018 Aug 1.
Published in final edited form as: IEEE Trans Pattern Anal Mach Intell. 2016 Sep 13;39(8):1617–1632. doi: 10.1109/TPAMI.2016.2608901

TABLE 3.

mAP comparison against state-of-the-art alternatives that use a single type of feature on the TRECVID MEDTest 2014, MEDTest 2013 and CCVsub datasets.

MED14
MED13
CCVsub
100Ex 10Ex 100Ex 10Ex
LTS [38] 27.5 16.8 34.6 18.2 73.4
SED [37] 29.6 18.4 36.2 20.1 74.7
DP [8] 28.8 17.6 35.3 19.5 74.1
STN [12] 30.4 19.8 37.1 20.4 75.8
C3D [24] 31.4 20.5 36.9 22.2 77.2
MIFS [73] 29.0 14.9 36.3 19.3 –
CNN-Exp [26] 29.7 – – – –
CNN + VLAD [25] 35.7 23.2 40.3 25.6 –
NI-SVM2 34.4 26.1 39.2 26.8 78.3