2D Classification on DIS-TE4

Metric: S-Measure (higher is better)

LeaderboardDataset

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Results

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#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	PDFNet	0.91	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	InSPyReNet (HR scale)	0.905	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
3	MVANet	0.903	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
4	BiRefNet	0.898	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	InSPyReNet	0.891	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.83	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	U2Net	0.807	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
8	HySM	0.802	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
9	BASNet	0.794	No	-	-	Code
10	HRNet	0.792	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	ICNet	0.776	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
12	MBV3	0.77	No	Searching for MobileNetV3	2019-05-06	Code
13	PFNet	0.763	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
14	STDC	0.762	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
15	PSPNet	0.758	No	Pyramid Scene Parsing Network	2016-12-04	Code
16	BSV1	0.755	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
17	F3Net	0.752	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
18	DeeplabV3+	0.744	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
19	SINetV2	0.744	No	Concealed Object Detection	2021-02-20	Code
20	GateNet	0.743	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
21	GCPANet	0.723	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code

#1PDFNetSOTA
0.91
S-Measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2InSPyReNet (HR scale)SOTA
0.905
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#3MVANet
0.903
S-Measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#4BiRefNet
0.898
S-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5InSPyReNet
0.891
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6IS-NetSOTA
0.83
S-Measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#7U2NetSOTA
0.807
S-Measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#8HySM
0.802
S-Measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#9BASNet
0.794
S-Measure
No paperCode
#10HRNetSOTA
0.792
S-Measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#11ICNetSOTA
0.776
S-Measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#12MBV3
0.77
S-Measure· 2019-05-06
Searching for MobileNetV3 Code
#13PFNet
0.763
S-Measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#14STDC
0.762
S-Measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#15PSPNetSOTA
0.758
S-Measure· 2016-12-04
Pyramid Scene Parsing Network Code
#16BSV1
0.755
S-Measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#17F3Net
0.752
S-Measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#18DeeplabV3+
0.744
S-Measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#19SINetV2
0.744
S-Measure· 2021-02-20
Concealed Object Detection Code
#20GateNet
0.743
S-Measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#21GCPANet
0.723
S-Measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code