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Journal of Big Data

Table 3 Performance comparison of BLUE-4 Score[B@4] with state-of-the-art-methods

From: A novel Multi-Layer Attention Framework for visual description prediction using bidirectional LSTM

MODEL

B@4

MSVD

MSRVTT

STAT [45]

52.0

39.3

SpatioTempo [46]

47.9

38.3

LSTM [42]

31.2

–

LSTM-E [ALEX] [42]

38.9

–

LSTM-E [C3D] [42]

41.7

–

FGM [15]

13.68

–

LSTM-YT [24]

31.19

–

MP-LSTM [24]

33.3

–

Base model

27.19

16.05

Base model with BN

16.61

14.02

Stacked LSTM

31.23

17.61

Multi-layer attention (Proposed)

33.07

19.61

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