2D Classification on DIS-TE3

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	0.928	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	MVANet	0.92	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
3	BiRefNet	0.918	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet (HR scale)	0.918	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	InSPyReNet	0.902	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.836	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	HySM	0.811	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
8	U2Net	0.809	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
9	HRNet	0.805	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
10	BASNet	0.798	No	-	-	Code
11	ICNet	0.78	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
12	PFNet	0.777	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
13	PSPNet	0.774	No	Pyramid Scene Parsing Network	2016-12-04	Code
14	F3Net	0.773	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
15	STDC	0.771	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
16	SINetV2	0.766	No	Concealed Object Detection	2021-02-20	Code
17	MBV3	0.764	No	Searching for MobileNetV3	2019-05-06	Code
18	BSV1	0.757	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
19	DeeplabV3+	0.749	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
20	GCPANet	0.748	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
21	GateNet	0.747	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code

#1PDFNetSOTA
0.928
S-Measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2MVANetSOTA
0.92
S-Measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#3BiRefNet
0.918
S-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4InSPyReNet (HR scale)SOTA
0.918
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#5InSPyReNet
0.902
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6IS-NetSOTA
0.836
S-Measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#7HySMSOTA
0.811
S-Measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#8U2NetSOTA
0.809
S-Measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#9HRNetSOTA
0.805
S-Measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#10BASNet
0.798
S-Measure
No paperCode
#11ICNetSOTA
0.78
S-Measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#12PFNet
0.777
S-Measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#13PSPNetSOTA
0.774
S-Measure· 2016-12-04
Pyramid Scene Parsing Network Code
#14F3Net
0.773
S-Measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#15STDC
0.771
S-Measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#16SINetV2
0.766
S-Measure· 2021-02-20
Concealed Object Detection Code
#17MBV3
0.764
S-Measure· 2019-05-06
Searching for MobileNetV3 Code
#18BSV1
0.757
S-Measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#19DeeplabV3+
0.749
S-Measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#20GCPANet
0.748
S-Measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#21GateNet
0.747
S-Measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code