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CamVid
Semantic Segmentation on CamVid
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Model name (A→Z)
#
Model
↕
Time (ms)
▼
Extra Data
Paper
Date
↕
Code
1
Dilation10
227
No
Multi-Scale Context Aggregation by Dilated Convo...
2015-11-23
Code
2
SegNet
217
No
SegNet: A Deep Convolutional Encoder-Decoder Arc...
2015-11-02
Code
3
DeepLab
203
No
Semantic Image Segmentation with Deep Convolutio...
2014-12-22
Code
4
PSPNet
185
No
Pyramid Scene Parsing Network
2016-12-04
Code
5
TD2-PSP50
90
No
Temporally Distributed Networks for Fast Video S...
2020-04-03
Code
6
HyperSeg-L
60.2
Yes
HyperSeg: Patch-wise Hypernetwork for Real-time ...
2020-12-21
Code
7
TD4-PSP18
40
No
Temporally Distributed Networks for Fast Video S...
2020-04-03
Code
8
ICNet
36
No
ICNet for Real-Time Semantic Segmentation on Hig...
2017-04-27
Code
9
BiSeNet V2-Large(Cityscapes-Pretrained)
30.6
Yes
BiSeNet V2: Bilateral Network with Guided Aggreg...
2020-04-05
Code
10
BiSeNet V2-Large
30.6
No
BiSeNet V2: Bilateral Network with Guided Aggreg...
2020-04-05
Code
11
LMDNet
29.1
No
Efficient Road Lane Marking Detection with Deep ...
2018-09-11
-
12
HyperSeg-S
26.3
No
HyperSeg: Patch-wise Hypernetwork for Real-time ...
2020-12-21
Code
13
RegSeg(Cityscapes-Pretrained)
14
Yes
Rethinking Dilated Convolution for Real-time Sem...
2021-11-18
Code
14
PIDNet-M (Cityscapes-Pretrained)
11.7
No
PIDNet: A Real-time Semantic Segmentation Networ...
2022-06-04
Code
15
DDRNet-23(Cityscapes-Pretrained)
10.6
Yes
Deep Dual-resolution Networks for Real-time and ...
2021-01-15
Code
16
BiSeNet V2(Cityscapes-Pretrained)
8
Yes
BiSeNet V2: Bilateral Network with Guided Aggreg...
2020-04-05
Code
17
BiSeNet V2
8
No
BiSeNet V2: Bilateral Network with Guided Aggreg...
2020-04-05
Code
18
PIDNet-S (Cityscapes-Pretrained)
6.5
No
PIDNet: A Real-time Semantic Segmentation Networ...
2022-06-04
Code
19
DDRNet-23-slim
4.3
No
Deep Dual-resolution Networks for Real-time and ...
2021-01-15
Code
#1
Dilation10
SOTA
227
Time (ms)
· 2015-11-23
Multi-Scale Context Aggregation by Dilated Convolutions
Code
#2
SegNet
SOTA
217
Time (ms)
· 2015-11-02
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Code
#3
DeepLab
SOTA
203
Time (ms)
· 2014-12-22
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
Code
#4
PSPNet
185
Time (ms)
· 2016-12-04
Pyramid Scene Parsing Network
Code
#5
TD2-PSP50
90
Time (ms)
· 2020-04-03
Temporally Distributed Networks for Fast Video Semantic Segmentation
Code
#6
HyperSeg-L
60.2
Time (ms)
· Extra Data
· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
Code
#7
TD4-PSP18
40
Time (ms)
· 2020-04-03
Temporally Distributed Networks for Fast Video Semantic Segmentation
Code
#8
ICNet
36
Time (ms)
· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images
Code
#9
BiSeNet V2-Large(Cityscapes-Pretrained)
30.6
Time (ms)
· Extra Data
· 2020-04-05
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Code
#10
BiSeNet V2-Large
30.6
Time (ms)
· 2020-04-05
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Code
#11
LMDNet
29.1
Time (ms)
· 2018-09-11
Efficient Road Lane Marking Detection with Deep Learning
#12
HyperSeg-S
26.3
Time (ms)
· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
Code
#13
RegSeg(Cityscapes-Pretrained)
14
Time (ms)
· Extra Data
· 2021-11-18
Rethinking Dilated Convolution for Real-time Semantic Segmentation
Code
#14
PIDNet-M (Cityscapes-Pretrained)
11.7
Time (ms)
· 2022-06-04
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
Code
#15
DDRNet-23(Cityscapes-Pretrained)
10.6
Time (ms)
· Extra Data
· 2021-01-15
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
Code
#16
BiSeNet V2(Cityscapes-Pretrained)
8
Time (ms)
· Extra Data
· 2020-04-05
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Code
#17
BiSeNet V2
8
Time (ms)
· 2020-04-05
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Code
#18
PIDNet-S (Cityscapes-Pretrained)
6.5
Time (ms)
· 2022-06-04
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
Code
#19
DDRNet-23-slim
4.3
Time (ms)
· 2021-01-15
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
Code