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Table 6 Prediction accuracy comparison on UT-Interaction (%)

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

Method Accuracy with half videos Accuracy with full videos
Hierarchical-M [19] 82.3 88.4
TGTW [17] 72.1 89.5
HSOM [13] 84.0 93.8
Dynamic BOW [15] 66.1 78.5
Multi-stage LSTM [18] 79.3 90.0
P-TS [21] 89.7 94.6
RU-LSTM [24] 91.4 95.3
WLSTM (two modalities) 92.6 96.7