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Table 7 Prediction accuracy comparison on sub-JHMDB (%)

From: Human activity prediction using saliency-aware motion enhancement and weighted LSTM network

Method

Accuracy with half videos

Accuracy with full videos

PDP [14]

49.2

52.3

Confidence-DT [33]

48.5

50.2

WSF [34]

55.6

73.8

RPAN [16]

64.4

78.6

DRN [22]

71.8

77.3

RGN [23]

66.0

78.0

WLSTM (two modalities)

66.8

78.1