2D Classification on DIS-TE4

Metric: E-measure (higher is better)

LeaderboardDataset

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Results

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#	Model↕	E-measure▼	Augmentations	Paper	Date↕	Code
1	MVANet	0.944	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
2	PDFNet	0.941	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
3	BiRefNet	0.937	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet (HR scale)	0.926	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	InSPyReNet	0.926	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.87	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	HRNet	0.854	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
8	BASNet	0.848	No	-	-	Code
9	MBV3	0.848	No	Searching for MobileNetV3	2019-05-06	Code
10	U2Net	0.847	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
11	HySM	0.842	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
12	STDC	0.841	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
13	PFNet	0.838	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
14	ICNet	0.837	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
15	F3Net	0.825	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
16	SINetV2	0.824	No	Concealed Object Detection	2021-02-20	Code
17	UNet	0.821	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
18	DeeplabV3+	0.82	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
19	PSPNet	0.815	No	Pyramid Scene Parsing Network	2016-12-04	Code
20	GateNet	0.803	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
21	BSV1	0.788	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
22	GCPANet	0.767	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code

#1MVANetSOTA
0.944
E-measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#2PDFNet
0.941
E-measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#3BiRefNetSOTA
0.937
E-measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4InSPyReNet (HR scale)SOTA
0.926
E-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#5InSPyReNet
0.926
E-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6IS-NetSOTA
0.87
E-measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#7HRNetSOTA
0.854
E-measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#8BASNet
0.848
E-measure
No paperCode
#9MBV3SOTA
0.848
E-measure· 2019-05-06
Searching for MobileNetV3 Code
#10U2Net
0.847
E-measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#11HySM
0.842
E-measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#12STDC
0.841
E-measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#13PFNet
0.838
E-measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#14ICNetSOTA
0.837
E-measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#15F3Net
0.825
E-measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#16SINetV2
0.824
E-measure· 2021-02-20
Concealed Object Detection Code
#17UNetSOTA
0.821
E-measure· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#18DeeplabV3+
0.82
E-measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#19PSPNet
0.815
E-measure· 2016-12-04
Pyramid Scene Parsing Network Code
#20GateNet
0.803
E-measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#21BSV1
0.788
E-measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#22GCPANet
0.767
E-measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code