TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-0
|
F1-Score
|
0.9205
|
# 21
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-0
|
IoU
|
85.81
|
# 8
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-5
|
F1-Score
|
0.9713
|
# 8
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-5
|
IoU
|
94.51
|
# 2
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-4
|
F1-Score
|
0.9685
|
# 10
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-4
|
IoU
|
94
|
# 3
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-3
|
F1-Score
|
0.9648
|
# 12
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-3
|
IoU
|
93.33
|
# 4
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-2
|
F1-Score
|
0.9552
|
# 15
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-2
|
IoU
|
91.62
|
# 5
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-1
|
F1-Score
|
0.9278
|
# 20
|
|
Change detection for remote sensing images
|
CDD Dataset (season-varying)
|
SiamixFormer-1
|
IoU
|
87
|
# 7
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-4
|
F1
|
90.70
|
# 21
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-4
|
IoU
|
84.05
|
# 10
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-1
|
F1
|
89.29
|
# 33
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-1
|
IoU
|
82.03
|
# 21
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-0
|
F1
|
89.47
|
# 31
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-0
|
IoU
|
82.29
|
# 20
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-3
|
F1
|
90.54
|
# 24
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-3
|
IoU
|
83.84
|
# 14
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-2
|
F1
|
90.57
|
# 22
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-2
|
IoU
|
83.88
|
# 13
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-5
|
F1
|
91.58
|
# 12
|
|
Building change detection for remote sensing images
|
LEVIR-CD
|
SiamixFormer-5
|
IoU
|
85.38
|
# 3
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-0
|
F1
|
95.53
|
# 7
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-0
|
IoU
|
91.43
|
# 7
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-5
|
F1
|
96.69
|
# 1
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-5
|
IoU
|
93.58
|
# 1
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-4
|
F1
|
96.59
|
# 2
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-4
|
IoU
|
93.4
|
# 2
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-3
|
F1
|
96.32
|
# 3
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-3
|
IoU
|
92.9
|
# 3
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-2
|
F1
|
96.22
|
# 4
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-2
|
IoU
|
92.7
|
# 4
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-1
|
F1
|
96.01
|
# 5
|
|
Extracting Buildings In Remote Sensing Images
|
WHU Building Dataset
|
SiamixFormer-1
|
IoU
|
92.31
|
# 5
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-0
|
IoU
|
76.43
|
# 6
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-0
|
F1
|
86.46
|
# 7
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-3
|
IoU
|
79.06
|
# 3
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-3
|
F1
|
88.3
|
# 3
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-4
|
IoU
|
79.14
|
# 2
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-4
|
F1
|
88.35
|
# 2
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-5
|
IoU
|
79.26
|
# 1
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-5
|
F1
|
88.43
|
# 1
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-2
|
IoU
|
78.66
|
# 4
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-2
|
F1
|
88.05
|
# 4
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-1
|
IoU
|
77.35
|
# 5
|
|
Extracting Buildings In Remote Sensing Images
|
xBD
|
SiamixFormer-1
|
F1
|
87.23
|
# 5
|
|