RGB Salient Object Detection on ISTD

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Balanced Error Rate 낮을수록 좋음

Rank	Model	Balanced Error Rate	Paper	Code	Year
1	CPD	6.76	Cascaded Partial Decoder for Fast and Accurate Salient Object Detection	wuzhe71/CPD	2019
2	BMPM	7.10	A Bi-Directional Message Passing Model for Salient Object Detection		2018
3	JDR	7.35	Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal	IsHYuhi/ST-CGAN_Stacked_Conditional_Generative_Adversarial_Networks · jiaruixu/st-cgan · kjybinp/SCGAN · +2	2017
4	NLDF	7.50	Non-Local Deep Features for Salient Object Detection	zhimingluo/NLDF · AceCoooool/NLDF-pytorch	2017
5	DSC	8.24	Direction-aware Spatial Context Features for Shadow Detection	xw-hu/DSC · stevewongv/dsc-pytorch	2017
6	scGAN	8.98	Shadow Detection With Conditional Generative Adversarial Networks		2017
7	DSS	10.48	Deeply supervised salient object detection with short connections	houqb/DSS · Andrew-Qibin/DSS · AceCoooool/DSS-pytorch · +1	2016
8	CPD	6.76	Cascaded Partial Decoder for Fast and Accurate Salient Object Detection	wuzhe71/CPD	2019
9	BMPM	7.10	A Bi-Directional Message Passing Model for Salient Object Detection		2018
10	JDR	7.35	Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal	IsHYuhi/ST-CGAN_Stacked_Conditional_Generative_Adversarial_Networks · jiaruixu/st-cgan · kjybinp/SCGAN · +2	2017
11	NLDF	7.50	Non-Local Deep Features for Salient Object Detection	zhimingluo/NLDF · AceCoooool/NLDF-pytorch	2017
12	DSC	8.24	Direction-aware Spatial Context Features for Shadow Detection	xw-hu/DSC · stevewongv/dsc-pytorch	2017
13	scGAN	8.98	Shadow Detection With Conditional Generative Adversarial Networks		2017
14	DSS	10.48	Deeply supervised salient object detection with short connections	houqb/DSS · Andrew-Qibin/DSS · AceCoooool/DSS-pytorch · +1	2016
15	CPD	6.76	Cascaded Partial Decoder for Fast and Accurate Salient Object Detection	wuzhe71/CPD	2019
16	BMPM	7.10	A Bi-Directional Message Passing Model for Salient Object Detection		2018
17	JDR	7.35	Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal	IsHYuhi/ST-CGAN_Stacked_Conditional_Generative_Adversarial_Networks · jiaruixu/st-cgan · kjybinp/SCGAN · +2	2017
18	NLDF	7.50	Non-Local Deep Features for Salient Object Detection	zhimingluo/NLDF · AceCoooool/NLDF-pytorch	2017
19	DSC	8.24	Direction-aware Spatial Context Features for Shadow Detection	xw-hu/DSC · stevewongv/dsc-pytorch	2017
20	scGAN	8.98	Shadow Detection With Conditional Generative Adversarial Networks		2017