Table 2 Effect of the number of coding and decoding layers on the evaluation criteria values.
From: Remote sensing image description based on word embedding and end-to-end deep learning
Number of layers—percentage | Decoding | LSTM | IndRNN |
|---|---|---|---|
1 | |||
P | 0.8712 | 0.8594 | 0.8632 |
R | 0.8601 | 0.8359 | 0.8467 |
F | 0.8656 | 0.8474 | 0.8593 |
2 | Â | Â | Â |
P | 0.9146 | 0.9146 | 0.9146 |
R | 0.8861 | 0.8861 | 0.8861 |
F | 0.9001 | 0.9001 | 0.9001 |
3 | |||
P | 0.8934 | 0.8837 | 0.8903 |
R | 0.8749 | 0.8519 | 0.8739 |
F | 0.8840 | 0.8675 | 0.8820 |
