3D on DES

Metric: max F-Measure (higher is better)

LeaderboardDataset

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#	Model↕	max F-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	95.6	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	SPSN	94.3	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
3	BTS-Net	94	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
4	JL-DCF*	92.9	Yes	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
5	DASNet	92.8	No	Is Depth Really Necessary for Salient Object Det...	2020-05-30	Code
6	BBS-Net	92.7	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
7	BiANet	92.6	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
8	CoLANet	92.5	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
9	JL-DCF	91.9	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
10	CPFP	84.6	No	-	-	Code

#1DFormer-LSOTA
95.6
max F-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2SPSNSOTA
94.3
max F-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#3BTS-NetSOTA
94
max F-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#4JL-DCF*SOTA
92.9
max F-Measure· Augmentations· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#5DASNetSOTA
92.8
max F-Measure· 2020-05-30
Is Depth Really Necessary for Salient Object Detection?Code
#6BBS-Net
92.7
max F-Measure· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#7BiANetSOTA
92.6
max F-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#8CoLANet
92.5
max F-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#9JL-DCFSOTA
91.9
max F-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#10CPFP
84.6
max F-Measure
No paperCode