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Table 8 Comparison of our results to the state-of-the-art in terms of accuracy (%)

From: Video block and FABEMD features for an effective and fast method of reporting near-duplicate and mirroring videos

Approach

UCF11

UCF50

HMDB51

Two-Stream CNN [32]

59.4

Dense HOG/HOF/MBH [20]

81.8

MIFS [22]

94.4

65

Motion Dense Sampling [21]

87.5

DCGP [17]

90.8

90.6

50.8

PCA, VLAD, SVM [27]

31.5

Deep Ensemble Machine [33]

64.9

Fuzzy Descriptors [19]

90.3

Real-time BCS matching [26]

79.9

72.4

Proposed approach \(S^*\) (Test 1)

89.7

91.2

64.1

Proposed approach \(S^*\) (Test 2)

92.3

93.4

68.6

Proposed approach \(S^*\) (Test 3)

67.4

65.6

63.7

Proposed approach \(S^{**}\)

93.4

90.1

84.3