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. 2025 Jan 23;7:1419562. doi: 10.3389/fdata.2024.1419562

Table 5.

Classification of activity levels using deep learning models.

Activities RNN LSTM RCNN
Door close 78% 82% 80%
Hello 100% 100% 100%
Help 91% 91% 80%
Door open 78% 80% 89%
Bath 10% 30% 30%
Cabinet 70% 78% 91%
Oven 100% 100% 92%
Glass walk 40% 20% 50%
Tap water 60% 12% 93%
Flush 71% 71% 100%