2D Object Detection on DIS-TE2

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	0.924	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	MVANet	0.915	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
3	InSPyReNet (HR scale)	0.905	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
4	BiRefNet	0.904	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	InSPyReNet	0.893	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.823	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	HySM	0.794	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
8	U2Net	0.788	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
9	BASNet	0.786	No	-	-	Code
10	HRNet	0.784	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	MBV3	0.777	No	Searching for MobileNetV3	2019-05-06	Code
12	PSPNet	0.763	No	Pyramid Scene Parsing Network	2016-12-04	Code
13	PFNet	0.761	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
14	STDC	0.759	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
15	ICNet	0.759	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
16	F3Net	0.755	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
17	UNet	0.755	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
18	SINetV2	0.753	No	Concealed Object Detection	2021-02-20	Code
19	BSV1	0.74	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
20	GateNet	0.737	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
21	GCPANet	0.735	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
22	DeeplabV3+	0.729	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code

#1PDFNetSOTA
0.924
S-Measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2MVANetSOTA
0.915
S-Measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#3InSPyReNet (HR scale)SOTA
0.905
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#4BiRefNet
0.904
S-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5InSPyReNet
0.893
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6IS-NetSOTA
0.823
S-Measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#7HySMSOTA
0.794
S-Measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#8U2NetSOTA
0.788
S-Measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#9BASNet
0.786
S-Measure
No paperCode
#10HRNetSOTA
0.784
S-Measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#11MBV3SOTA
0.777
S-Measure· 2019-05-06
Searching for MobileNetV3 Code
#12PSPNetSOTA
0.763
S-Measure· 2016-12-04
Pyramid Scene Parsing Network Code
#13PFNet
0.761
S-Measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#14STDC
0.759
S-Measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#15ICNet
0.759
S-Measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#16F3Net
0.755
S-Measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#17UNetSOTA
0.755
S-Measure· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#18SINetV2
0.753
S-Measure· 2021-02-20
Concealed Object Detection Code
#19BSV1
0.74
S-Measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#20GateNet
0.737
S-Measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#21GCPANet
0.735
S-Measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#22DeeplabV3+
0.729
S-Measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code