2D Classification on SIP

Metric: S-Measure (higher is better)

LeaderboardDataset

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#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	91.5	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	VST	90.4	No	Visual Saliency Transformer	2021-04-25	Code
3	BTS-Net	89.6	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
4	CoLANet	89.5	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
5	SPSN	89.2	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
6	JL-DCF*	89.2	Yes	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
7	UCNet-CVAE	88.3	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
8	BiANet	88.3	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
9	JL-DCF	87.9	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
10	BBS-Net	87.9	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
11	UCNet-ABP	87.6	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
12	UC-Net	87.5	No	UC-Net: Uncertainty Inspired RGB-D Saliency Dete...	2020-04-13	Code
13	PGAR	87.5	No	Progressively Guided Alternate Refinement Networ...	2020-08-17	Code
14	D3Net	86	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
15	CPFP	85	No	-	-	Code

#1DFormer-LSOTA
91.5
S-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2VSTSOTA
90.4
S-Measure· 2021-04-25
Visual Saliency Transformer Code
#3BTS-NetSOTA
89.6
S-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#4CoLANet
89.5
S-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#5SPSN
89.2
S-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#6JL-DCF*SOTA
89.2
S-Measure· Augmentations· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#7UCNet-CVAE
88.3
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#8BiANetSOTA
88.3
S-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#9JL-DCFSOTA
87.9
S-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#10BBS-Net
87.9
S-Measure· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#11UCNet-ABP
87.6
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#12UC-NetSOTA
87.5
S-Measure· 2020-04-13
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Code
#13PGAR
87.5
S-Measure· 2020-08-17
Progressively Guided Alternate Refinement Network for RGB-D Salient Object Detection Code
#14D3NetSOTA
86
S-Measure· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#15CPFP
85
S-Measure
No paperCode