Table 5 Comparison of the best-performing RNN variants.
From: A CNN-RNN Siamese framework with multi-level aggregation for video-based person re-identification
Dataset | PRID-2011 | iLIDS-VID | ||||||
|---|---|---|---|---|---|---|---|---|
CMC Rank | 1 | 5 | 10 | 20 | 1 | 5 | 10 | 20 |
SimpleRNN | 75 | 95 | 97 | 99 | 54 | 82 | 90 | 97 |
LSTM | 50 | 80 | 92 | 98 | 42 | 73 | 82 | 88 |
GRU | 76 | 96 | 99 | 100 | 57 | 83 | 91 | 95 |
