Semantic Segmentation on RGB-T-Glass-Segmentation

Metric: MAE (lower is better)

LeaderboardDataset

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Results

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	RGB-T-Glass-Segmentation	0.024	No	Glass Segmentation with RGB-Thermal Image Pairs	2022-04-12	Code
2	CMX	0.029	No	CMX: Cross-Modal Fusion for RGB-X Semantic Segme...	2022-03-09	Code
3	ESANet	0.04	No	Efficient RGB-D Semantic Segmentation for Indoor...	2020-11-13	Code
4	EBS	0.04	No	Learning Generative Vision Transformer with Ener...	2021-12-27	-
5	CLNet	0.041	No	RGB-D Saliency Detection via Cascaded Mutual Inf...	2021-09-15	Code
6	SPNet	0.041	No	Specificity-preserving RGB-D Saliency Detection	2021-08-18	Code
7	VST	0.044	No	Visual Saliency Transformer	2021-04-25	Code
8	RD3D	0.045	No	RGB-D Salient Object Detection via 3D Convolutio...	2021-01-25	Code
9	HDFNet	0.048	No	Hierarchical Dynamic Filtering Network for RGB-D...	2020-07-13	Code
10	UTA	0.052	No	RGB-D Salient Object Detection with Ubiquitous T...	2021-09-08	-
11	SegFormer	0.053	No	SegFormer: Simple and Efficient Design for Seman...	2021-05-31	Code
12	ShapeConv	0.054	No	ShapeConv: Shape-aware Convolutional Layer for I...	2021-08-24	Code
13	DCFNet	0.056	No	-	-	Code
14	RTFNet	0.058	No	-	-	Code
15	DANet	0.069	No	A Single Stream Network for Robust and Real-time...	2020-07-14	Code
16	UCNet	0.071	No	UC-Net: Uncertainty Inspired RGB-D Saliency Dete...	2020-04-13	Code
17	Segmenter	0.072	No	Segmenter: Transformer for Semantic Segmentation	2021-05-12	Code
18	SSF	0.097	No	-	-	Code
19	ATSA	0.098	No	-	-	Code
20	EBLNet	0.104	No	Enhanced Boundary Learning for Glass-like Object...	2021-03-29	Code
21	CoNet	0.145	No	Accurate RGB-D Salient Object Detection via Coll...	2020-07-23	Code
22	DPANet	0.154	No	DPANet: Depth Potentiality-Aware Gated Attention...	2020-03-19	Code

#1RGB-T-Glass-SegmentationSOTA
0.024
MAE· 2022-04-12
Glass Segmentation with RGB-Thermal Image Pairs Code
#2CMXSOTA
0.029
MAE· 2022-03-09
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Code
#3ESANetSOTA
0.04
MAE· 2020-11-13
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis Code
#4EBS
0.04
MAE· 2021-12-27
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction
#5CLNet
0.041
MAE· 2021-09-15
RGB-D Saliency Detection via Cascaded Mutual Information Minimization Code
#6SPNet
0.041
MAE· 2021-08-18
Specificity-preserving RGB-D Saliency Detection Code
#7VST
0.044
MAE· 2021-04-25
Visual Saliency Transformer Code
#8RD3D
0.045
MAE· 2021-01-25
RGB-D Salient Object Detection via 3D Convolutional Neural Networks Code
#9HDFNetSOTA
0.048
MAE· 2020-07-13
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection Code
#10UTA
0.052
MAE· 2021-09-08
RGB-D Salient Object Detection with Ubiquitous Target Awareness
#11SegFormer
0.053
MAE· 2021-05-31
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Code
#12ShapeConv
0.054
MAE· 2021-08-24
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation Code
#13DCFNet
0.056
MAE
No paperCode
#14RTFNet
0.058
MAE
No paperCode
#15DANet
0.069
MAE· 2020-07-14
A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection Code
#16UCNetSOTA
0.071
MAE· 2020-04-13
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Code
#17Segmenter
0.072
MAE· 2021-05-12
Segmenter: Transformer for Semantic Segmentation Code
#18SSF
0.097
MAE
No paperCode
#19ATSA
0.098
MAE
No paperCode
#20EBLNet
0.104
MAE· 2021-03-29
Enhanced Boundary Learning for Glass-like Object Segmentation Code
#21CoNet
0.145
MAE· 2020-07-23
Accurate RGB-D Salient Object Detection via Collaborative Learning Code
#22DPANetSOTA
0.154
MAE· 2020-03-19
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection Code