2D Object Detection on STERE

Metric: Average MAE (lower is better)

LeaderboardDataset

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Results

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#	Model↕	Average MAE▲	Augmentations	Paper	Date↕	Code
1	DFormer-L	0.03	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	SPSN	0.035	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
3	DASNet	0.037	No	Is Depth Really Necessary for Salient Object Det...	2020-05-30	Code
4	UCNet-ABP	0.037	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
5	BTS-Net	0.038	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
6	JL-DCF*	0.039	No	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
7	CoLANet	0.039	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
8	UC-Net	0.039	No	UC-Net: Uncertainty Inspired RGB-D Saliency Dete...	2020-04-13	Code
9	UCNet-CVAE	0.039	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
10	BBS-Net	0.041	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
11	JL-DCF	0.042	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
12	BiANet	0.043	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
13	D3Net	0.046	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
14	CPFP	0.051	No	-	-	Code

#1DFormer-LSOTA
0.03
Average MAE· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2SPSNSOTA
0.035
Average MAE· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#3DASNetSOTA
0.037
Average MAE· 2020-05-30
Is Depth Really Necessary for Salient Object Detection?Code
#4UCNet-ABP
0.037
Average MAE· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#5BTS-Net
0.038
Average MAE· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#6JL-DCF*
0.039
Average MAE· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#7CoLANet
0.039
Average MAE· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#8UC-NetSOTA
0.039
Average MAE· 2020-04-13
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Code
#9UCNet-CVAE
0.039
Average MAE· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#10BBS-Net
0.041
Average MAE· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#11JL-DCF
0.042
Average MAE· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#12BiANet
0.043
Average MAE· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#13D3NetSOTA
0.046
Average MAE· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#14CPFP
0.051
Average MAE
No paperCode