2D Object Detection on NLPR

Metric: S-Measure (higher is better)

LeaderboardDataset

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#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	94.2	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	CoLANet	93.5	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
3	BBS-Net	93	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
4	DASNet	92.9	No	Is Depth Really Necessary for Salient Object Det...	2020-05-30	Code
5	SPSN	92.6	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
6	JL-DCF*	92.6	Yes	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
7	JL-DCF	92.5	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
8	BiANet	92.5	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
9	UC-Net	92	No	UC-Net: Uncertainty Inspired RGB-D Saliency Dete...	2020-04-13	Code
10	UCNet-ABP	91.9	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
11	UCNet-CAVE	91.7	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
12	D3Net	91.2	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
13	CPFP	88.8	No	-	-	Code
14	VST	0.932	No	Visual Saliency Transformer	2021-04-25	Code

#1DFormer-LSOTA
94.2
S-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2CoLANet
93.5
S-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#3BBS-NetSOTA
93
S-Measure· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#4DASNetSOTA
92.9
S-Measure· 2020-05-30
Is Depth Really Necessary for Salient Object Detection?Code
#5SPSN
92.6
S-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#6JL-DCF*
92.6
S-Measure· Augmentations· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#7JL-DCFSOTA
92.5
S-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#8BiANet
92.5
S-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#9UC-NetSOTA
92
S-Measure· 2020-04-13
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Code
#10UCNet-ABP
91.9
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#11UCNet-CAVE
91.7
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#12D3NetSOTA
91.2
S-Measure· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#13CPFP
88.8
S-Measure
No paperCode
#14VST
0.932
S-Measure· 2021-04-25
Visual Saliency Transformer Code