2D Object Detection on NJU2K

Metric: max E-Measure (higher is better)

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#	Model↕	max E-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	96.4	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	BTS-Net	95.4	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
3	SPSN	95	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
4	BiANet	94.8	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
5	JL-DCF*	94.8	Yes	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
6	CoLANet	94.7	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
7	JL-DCF	94.4	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
8	D3Net	93.9	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
9	S2MA	92.7	No	-	-	Code
10	DMRA	92.7	Yes	-	-	Code
11	CPFP	92.6	No	-	-	Code
12	PCF	92.4	No	-	-	Code
13	LBE	80.3	No	-	-	-
14	LHM	72.4	No	RGBD Salient Object Detection via Deep Fusion	2016-07-12	-

#1DFormer-LSOTA
96.4
max E-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2BTS-NetSOTA
95.4
max E-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#3SPSN
95
max E-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#4BiANetSOTA
94.8
max E-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#5JL-DCF*
94.8
max E-Measure· Augmentations· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#6CoLANet
94.7
max E-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#7JL-DCFSOTA
94.4
max E-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#8D3NetSOTA
93.9
max E-Measure· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#9S2MA
92.7
max E-Measure
No paperCode
#10DMRA
92.7
max E-Measure· Augmentations
No paperCode
#11CPFP
92.6
max E-Measure
No paperCode
#12PCF
92.4
max E-Measure
No paperCode
#13LBE
80.3
max E-Measure
No paper
#14LHMSOTA
72.4
max E-Measure· 2016-07-12
RGBD Salient Object Detection via Deep Fusion