2D Classification on STERE

Metric: max E-Measure (higher is better)

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#	Model↕	max E-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	95.2	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	BTS-Net	94.9	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
3	JL-DCF*	94.9	No	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
4	JL-DCF	94.6	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
5	SPSN	94.3	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
6	BBS-Net	94.2	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
7	BiANet	94.2	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
8	CoLANet	94.1	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
9	D3Net	93.8	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
10	CPFP	92.5	No	-	-	Code

#1DFormer-LSOTA
95.2
max E-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2BTS-Net
94.9
max E-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#3JL-DCF*SOTA
94.9
max E-Measure· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#4JL-DCFSOTA
94.6
max E-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#5SPSN
94.3
max E-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#6BBS-Net
94.2
max E-Measure· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#7BiANet
94.2
max E-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#8CoLANet
94.1
max E-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#9D3NetSOTA
93.8
max E-Measure· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#10CPFP
92.5
max E-Measure
No paperCode