Table 5 Quantitative results of different models on Radar echo dataset.

From: 3D long time spatiotemporal convolution for complex transfer sequence prediction

Methods

CSI\(\uparrow\)

POD\(\uparrow\)

FAR\(\downarrow\)

MSE\(\downarrow\)

SSIM

t>15

t>25

t>35

t>15

t>25

t>35

t>15

t>25

t>35

ConvLSTM

0.57

0.50

0.22

0.70

0.55

0.32

0.22

0.19

0.18

19.21

0.79

VPN

0.58

0.51

0.24

0.72

0.56

0.33

0.21

0.18

0.17

17.82

0.81

PredRNN

0.61

0.51

0.25

0.73

0.57

0.34

0.19

0.18

0.15

17.01

0.81

MIM

0.62

0.53

0.26

0.73

0.58

0.36

0.18

0.16

0.15

16.32

0.82

E3D-LSTM

0.62

0.53

0.28

0.75

0.58

0.36

0.18

0.17

0.14

15.93

0.83

STAM

0.63

0.54

0.30

0.76

0.60

0.38

0.16

0.15

0.13

15.55

0.82

Ours

0.64

0.55

0.32

0.77

0.63

0.40

0.18

0.17

0.15

15.52

0.84

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