2D Classification on DIS-TE1

Metric: max F-Measure (higher is better)

LeaderboardDataset

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Results

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#	Model↕	max F-Measure▼	Augmentations	Paper	Date↕	Code
1	PDFNet	0.89	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	MVANet	0.873	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
3	BiRefNet	0.855	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet (HR scale)	0.845	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	InSPyReNet	0.834	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.74	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	HySM	0.695	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
8	U2Net	0.694	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
9	BASNet	0.688	No	-	-	Code
10	MBV3	0.669	No	Searching for MobileNetV3	2019-05-06	Code
11	HRNet	0.668	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
12	STDC	0.648	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
13	PFNet	0.646	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
14	PSPNet	0.645	No	Pyramid Scene Parsing Network	2016-12-04	Code
15	SINetV2	0.644	No	Concealed Object Detection	2021-02-20	Code
16	F3Net	0.64	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
17	ICNet	0.631	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
18	UNet	0.625	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
19	GateNet	0.62	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
20	DeeplabV3+	0.601	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
21	GCPANet	0.598	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
22	BSV1	0.595	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code

#1PDFNetSOTA
0.89
max F-Measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2MVANetSOTA
0.873
max F-Measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#3BiRefNetSOTA
0.855
max F-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4InSPyReNet (HR scale)SOTA
0.845
max F-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#5InSPyReNet
0.834
max F-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6IS-NetSOTA
0.74
max F-Measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#7HySMSOTA
0.695
max F-Measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#8U2NetSOTA
0.694
max F-Measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#9BASNet
0.688
max F-Measure
No paperCode
#10MBV3SOTA
0.669
max F-Measure· 2019-05-06
Searching for MobileNetV3 Code
#11HRNet
0.668
max F-Measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#12STDC
0.648
max F-Measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#13PFNet
0.646
max F-Measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#14PSPNetSOTA
0.645
max F-Measure· 2016-12-04
Pyramid Scene Parsing Network Code
#15SINetV2
0.644
max F-Measure· 2021-02-20
Concealed Object Detection Code
#16F3Net
0.64
max F-Measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#17ICNet
0.631
max F-Measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#18UNetSOTA
0.625
max F-Measure· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#19GateNet
0.62
max F-Measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#20DeeplabV3+
0.601
max F-Measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#21GCPANet
0.598
max F-Measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#22BSV1
0.595
max F-Measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code