2D Classification on DES

Metric: S-Measure (higher is better)

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#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	94.8	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	BTS-Net	94.3	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
3	UCNet-ABP	94	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
4	SPSN	93.8	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
5	UCNet-CVAE	93.7	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
6	JL-DCF*	93.6	Yes	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
7	CoLANet	93.5	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
8	UC-Net	93.4	No	UC-Net: Uncertainty Inspired RGB-D Saliency Dete...	2020-04-13	Code
9	BBS-Net	93.3	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
10	BiANet	93.1	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
11	JL-DCF	92.9	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
12	DASNet	90.8	No	Is Depth Really Necessary for Salient Object Det...	2020-05-30	Code
13	CPFP	87.2	No	-	-	Code

#1DFormer-LSOTA
94.8
S-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2BTS-NetSOTA
94.3
S-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#3UCNet-ABPSOTA
94
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#4SPSN
93.8
S-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#5UCNet-CVAE
93.7
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#6JL-DCF*SOTA
93.6
S-Measure· Augmentations· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#7CoLANet
93.5
S-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#8UC-NetSOTA
93.4
S-Measure· 2020-04-13
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Code
#9BBS-Net
93.3
S-Measure· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#10BiANet
93.1
S-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#11JL-DCF
92.9
S-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#12DASNet
90.8
S-Measure· 2020-05-30
Is Depth Really Necessary for Salient Object Detection?Code
#13CPFP
87.2
S-Measure
No paperCode