Semantic Segmentation on SkyScapes-Dense

Metric: Mean IoU (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Mean IoU▼	Extra Data	Paper	Date↕	Code
1	SkyScapesNet-Dense	40.13	No	-	-	-
2	DeepLabv3+	38.2	No	Encoder-Decoder with Atrous Separable Convolutio...	2018-02-07	Code
3	FCN8s (ResNet-50)	33.06	No	Fully Convolutional Networks for Semantic Segmen...	2014-11-14	Code
4	BiSeNet (ResNet-50)	30.82	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
5	DenseASPP (ResNet-101)	24.73	No	-	-	Code
6	SegNet	23.14	No	SegNet: A Deep Convolutional Encoder-Decoder Arc...	2015-11-02	Code
7	U-Net	14.15	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code

#1SkyScapesNet-Dense
40.13
Mean IoU
No paper
#2DeepLabv3+SOTA
38.2
Mean IoU· 2018-02-07
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Code
#3FCN8s (ResNet-50)SOTA
33.06
Mean IoU· 2014-11-14
Fully Convolutional Networks for Semantic Segmentation Code
#4BiSeNet (ResNet-50)
30.82
Mean IoU· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#5DenseASPP (ResNet-101)
24.73
Mean IoU
No paperCode
#6SegNet
23.14
Mean IoU· 2015-11-02
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Code
#7U-Net
14.15
Mean IoU· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code