Object Detection on NJU2K

Metric: max F-Measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

Sort:

#	Model↕	max F-Measure▼	Extra Data	Paper	Date↕	Code
1	DFormer-L	94.6	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	BTS-Net	92.4	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
3	SPSN	92	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
4	BiANet	92	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
5	CoLANet	91.3	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
6	JL-DCF*	91.3	Yes	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
7	DASNet	91.1	No	Is Depth Really Necessary for Salient Object Det...	2020-05-30	Code
8	DANet	90.5	No	A Single Stream Network for Robust and Real-time...	2020-07-14	Code
9	JL-DCF	90.3	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
10	D3Net	90	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
11	S2MA	88.9	No	-	-	Code
12	DMRA	88.6	Yes	-	-	Code
13	CPFP	87.7	No	-	-	Code
14	PCF	87.2	No	-	-	Code
15	LBE	74.8	No	-	-	-
16	LHM	63.2	No	RGBD Salient Object Detection via Deep Fusion	2016-07-12	-

#1DFormer-LSOTA
94.6
max F-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2BTS-NetSOTA
92.4
max F-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#3SPSN
92
max F-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#4BiANetSOTA
92
max F-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#5CoLANet
91.3
max F-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#6JL-DCF*
91.3
max F-Measure· Extra Data· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#7DASNet
91.1
max F-Measure· 2020-05-30
Is Depth Really Necessary for Salient Object Detection?Code
#8DANet
90.5
max F-Measure· 2020-07-14
A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection Code
#9JL-DCFSOTA
90.3
max F-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#10D3NetSOTA
90
max F-Measure· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#11S2MA
88.9
max F-Measure
No paperCode
#12DMRA
88.6
max F-Measure· Extra Data
No paperCode
#13CPFP
87.7
max F-Measure
No paperCode
#14PCF
87.2
max F-Measure
No paperCode
#15LBE
74.8
max F-Measure
No paper
#16LHMSOTA
63.2
max F-Measure· 2016-07-12
RGBD Salient Object Detection via Deep Fusion