TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Real-Time Semantic Segmentation
|
CamVid
|
ICNet
|
mIoU
|
67.1%
|
# 21
|
|
Real-Time Semantic Segmentation
|
CamVid
|
ICNet
|
Time (ms)
|
36
|
# 12
|
|
Real-Time Semantic Segmentation
|
CamVid
|
ICNet
|
Frame (fps)
|
27.8
|
# 12
|
|
Semantic Segmentation
|
Cityscapes test
|
ICNet
|
Mean IoU (class)
|
70.6%
|
# 70
|
|
Real-Time Semantic Segmentation
|
Cityscapes test
|
ICNet
|
mIoU
|
70.6%
|
# 29
|
|
Real-Time Semantic Segmentation
|
Cityscapes test
|
ICNet
|
Time (ms)
|
33
|
# 18
|
|
Real-Time Semantic Segmentation
|
Cityscapes test
|
ICNet
|
Frame (fps)
|
30.3
|
# 19
|
|
Dichotomous Image Segmentation
|
DIS-TE1
|
ICNet
|
max F-Measure
|
0.631
|
# 14
|
|
Dichotomous Image Segmentation
|
DIS-TE1
|
ICNet
|
weighted F-measure
|
0.535
|
# 14
|
|
Dichotomous Image Segmentation
|
DIS-TE1
|
ICNet
|
MAE
|
0.095
|
# 13
|
|
Dichotomous Image Segmentation
|
DIS-TE1
|
ICNet
|
S-Measure
|
0.716
|
# 14
|
|
Dichotomous Image Segmentation
|
DIS-TE1
|
ICNet
|
E-measure
|
0.784
|
# 13
|
|
Dichotomous Image Segmentation
|
DIS-TE1
|
ICNet
|
HCE
|
234
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE2
|
ICNet
|
max F-Measure
|
0.716
|
# 12
|
|
Dichotomous Image Segmentation
|
DIS-TE2
|
ICNet
|
weighted F-measure
|
0.627
|
# 12
|
|
Dichotomous Image Segmentation
|
DIS-TE2
|
ICNet
|
MAE
|
0.095
|
# 11
|
|
Dichotomous Image Segmentation
|
DIS-TE2
|
ICNet
|
S-Measure
|
0.759
|
# 11
|
|
Dichotomous Image Segmentation
|
DIS-TE2
|
ICNet
|
E-measure
|
0.826
|
# 12
|
|
Dichotomous Image Segmentation
|
DIS-TE2
|
ICNet
|
HCE
|
512
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE3
|
ICNet
|
max F-Measure
|
0.752
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE3
|
ICNet
|
weighted F-measure
|
0.664
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE3
|
ICNet
|
MAE
|
0.091
|
# 10
|
|
Dichotomous Image Segmentation
|
DIS-TE3
|
ICNet
|
S-Measure
|
0.780
|
# 8
|
|
Dichotomous Image Segmentation
|
DIS-TE3
|
ICNet
|
E-measure
|
0.852
|
# 11
|
|
Dichotomous Image Segmentation
|
DIS-TE3
|
ICNet
|
HCE
|
1001
|
# 10
|
|
Dichotomous Image Segmentation
|
DIS-TE4
|
ICNet
|
max F-Measure
|
0.749
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE4
|
ICNet
|
weighted F-measure
|
0.663
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE4
|
ICNet
|
MAE
|
0.099
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE4
|
ICNet
|
S-Measure
|
0.776
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-TE4
|
ICNet
|
E-measure
|
0.837
|
# 11
|
|
Dichotomous Image Segmentation
|
DIS-TE4
|
ICNet
|
HCE
|
3690
|
# 11
|
|
Dichotomous Image Segmentation
|
DIS-VD
|
ICNet
|
max F-Measure
|
0.697
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-VD
|
ICNet
|
weighted F-measure
|
0.609
|
# 10
|
|
Dichotomous Image Segmentation
|
DIS-VD
|
ICNet
|
MAE
|
0.102
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-VD
|
ICNet
|
S-Measure
|
0.747
|
# 9
|
|
Dichotomous Image Segmentation
|
DIS-VD
|
ICNet
|
E-measure
|
0.811
|
# 10
|
|
Dichotomous Image Segmentation
|
DIS-VD
|
ICNet
|
HCE
|
1503
|
# 9
|
|
Semantic Segmentation
|
Trans10K
|
ICNet
|
mIoU
|
23.39%
|
# 15
|
|
Semantic Segmentation
|
Trans10K
|
ICNet
|
GFLOPs
|
10.64
|
# 2
|
|