2D Classification on DIS-TE2

Metric: E-measure (higher is better)

LeaderboardDataset

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Results

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#	Model↕	E-measure▼	Augmentations	Paper	Date↕	Code
1	PDFNet	0.947	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	MVANet	0.944	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
3	BiRefNet	0.935	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet	0.925	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	IS-Net	0.858	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
6	MBV3	0.856	No	Searching for MobileNetV3	2019-05-06	Code
7	HRNet	0.84	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
8	BASNet	0.836	No	-	-	Code
9	STDC	0.834	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
10	U2Net	0.833	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
11	HySM	0.832	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
12	PFNet	0.829	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
13	PSPNet	0.828	No	Pyramid Scene Parsing Network	2016-12-04	Code
14	ICNet	0.826	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
15	SINetV2	0.823	No	Concealed Object Detection	2021-02-20	Code
16	F3Net	0.82	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
17	DeeplabV3+	0.813	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
18	GateNet	0.804	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
19	GCPANet	0.786	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
20	BSV1	0.781	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code

#1PDFNetSOTA
0.947
E-measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2MVANetSOTA
0.944
E-measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#3BiRefNetSOTA
0.935
E-measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4InSPyReNetSOTA
0.925
E-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#5IS-NetSOTA
0.858
E-measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#6MBV3SOTA
0.856
E-measure· 2019-05-06
Searching for MobileNetV3 Code
#7HRNet
0.84
E-measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#8BASNet
0.836
E-measure
No paperCode
#9STDC
0.834
E-measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#10U2Net
0.833
E-measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#11HySM
0.832
E-measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#12PFNet
0.829
E-measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#13PSPNetSOTA
0.828
E-measure· 2016-12-04
Pyramid Scene Parsing Network Code
#14ICNet
0.826
E-measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#15SINetV2
0.823
E-measure· 2021-02-20
Concealed Object Detection Code
#16F3Net
0.82
E-measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#17DeeplabV3+
0.813
E-measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#18GateNet
0.804
E-measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#19GCPANet
0.786
E-measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#20BSV1
0.781
E-measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code