2D Object Detection on SIP

Metric: max F-Measure (higher is better)

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#	Model↕	max F-Measure▼	Augmentations	Paper	Date↕	Code
1	DFormer-L	93.8	No	DFormer: Rethinking RGBD Representation Learning...	2023-09-18	Code
2	VST	91.5	No	Visual Saliency Transformer	2021-04-25	Code
3	BTS-Net	90.1	No	BTS-Net: Bi-directional Transfer-and-Selection N...	2021-04-05	Code
4	JL-DCF*	90	Yes	Siamese Network for RGB-D Salient Object Detecti...	2020-08-26	Code
5	SPSN	89.9	No	SPSN: Superpixel Prototype Sampling Network for ...	2022-07-16	Code
6	CoLANet	89.4	No	CoLA: Conditional Dropout and Language-driven Ro...	2024-07-09	Code
7	BiANet	89	No	Bilateral Attention Network for RGB-D Salient Ob...	2020-04-30	Code
8	JL-DCF	88.5	No	JL-DCF: Joint Learning and Densely-Cooperative F...	2020-04-18	Code
9	BBS-Net	88.3	No	Bifurcated backbone strategy for RGB-D salient o...	2020-07-06	Code
10	D3Net	86.1	No	Rethinking RGB-D Salient Object Detection: Model...	2019-07-15	Code
11	CPFP	85.1	No	-	-	Code

#1DFormer-LSOTA
93.8
max F-Measure· 2023-09-18
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Code
#2VSTSOTA
91.5
max F-Measure· 2021-04-25
Visual Saliency Transformer Code
#3BTS-NetSOTA
90.1
max F-Measure· 2021-04-05
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Code
#4JL-DCF*SOTA
90
max F-Measure· Augmentations· 2020-08-26
Siamese Network for RGB-D Salient Object Detection and Beyond Code
#5SPSN
89.9
max F-Measure· 2022-07-16
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Code
#6CoLANet
89.4
max F-Measure· 2024-07-09
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection Code
#7BiANetSOTA
89
max F-Measure· 2020-04-30
Bilateral Attention Network for RGB-D Salient Object Detection Code
#8JL-DCFSOTA
88.5
max F-Measure· 2020-04-18
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Code
#9BBS-Net
88.3
max F-Measure· 2020-07-06
Bifurcated backbone strategy for RGB-D salient object detection Code
#10D3NetSOTA
86.1
max F-Measure· 2019-07-15
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Code
#11CPFP
85.1
max F-Measure
No paperCode