3D on STERE

Metric: S-Measure (higher is better)

LeaderboardDataset

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Results

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#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	92.3	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	BTS-Net	91.5	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
3	JL-DCF*	91.1	No	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
4	DASNet	91	No	Is Depth Really Necessary for Salient Object Det...	2020-05-30	Code
5	CoLANet	90.8	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
6	BBS-Net	90.8	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
7	SPSN	90.7	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
8	JL-DCF	90.5	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
9	UCNet-ABP	90.4	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
10	BiANet	90.4	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
11	UC-Net	90.3	No	UC-Net: Uncertainty Inspired RGB-D Saliency Dete...	2020-04-13	Code
12	D3Net	89.9	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
13	UCNet-CVAE	89.8	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
14	CPFP	87.9	No	-	-	Code

#1DFormer-LSOTA
92.3
S-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2BTS-NetSOTA
91.5
S-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#3JL-DCF*SOTA
91.1
S-Measure· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#4DASNetSOTA
91
S-Measure· 2020-05-30
Is Depth Really Necessary for Salient Object Detection?Code
#5CoLANet
90.8
S-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#6BBS-Net
90.8
S-Measure· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#7SPSN
90.7
S-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#8JL-DCFSOTA
90.5
S-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#9UCNet-ABP
90.4
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#10BiANet
90.4
S-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#11UC-NetSOTA
90.3
S-Measure· 2020-04-13
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Code
#12D3NetSOTA
89.9
S-Measure· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#13UCNet-CVAE
89.8
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#14CPFP
87.9
S-Measure
No paperCode