3D on DIS-TE4

Metric: weighted F-measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	weighted F-measure▼	Augmentations	Paper	Date↕	Code
1	PDFNet	0.867	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	BiRefNet	0.861	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	MVANet	0.857	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
4	InSPyReNet (HR scale)	0.848	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	InSPyReNet	0.84	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.753	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	U2Net	0.705	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
8	HySM	0.693	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
9	BASNet	0.693	No	-	-	Code
10	HRNet	0.687	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	MBV3	0.664	No	Searching for MobileNetV3	2019-05-06	Code
12	ICNet	0.663	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
13	UNet	0.659	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
14	STDC	0.652	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
15	PFNet	0.647	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
16	F3Net	0.633	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
17	PSPNet	0.63	No	Pyramid Scene Parsing Network	2016-12-04	Code
18	GateNet	0.625	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
19	DeeplabV3+	0.621	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
20	SINetV2	0.616	No	Concealed Object Detection	2021-02-20	Code
21	BSV1	0.598	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
22	GCPANet	0.559	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code

#1PDFNetSOTA
0.867
weighted F-measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2BiRefNetSOTA
0.861
weighted F-measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3MVANet
0.857
weighted F-measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#4InSPyReNet (HR scale)SOTA
0.848
weighted F-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#5InSPyReNet
0.84
weighted F-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6IS-NetSOTA
0.753
weighted F-measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#7U2NetSOTA
0.705
weighted F-measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#8HySM
0.693
weighted F-measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#9BASNet
0.693
weighted F-measure
No paperCode
#10HRNetSOTA
0.687
weighted F-measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#11MBV3SOTA
0.664
weighted F-measure· 2019-05-06
Searching for MobileNetV3 Code
#12ICNetSOTA
0.663
weighted F-measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#13UNetSOTA
0.659
weighted F-measure· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#14STDC
0.652
weighted F-measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#15PFNet
0.647
weighted F-measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#16F3Net
0.633
weighted F-measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#17PSPNet
0.63
weighted F-measure· 2016-12-04
Pyramid Scene Parsing Network Code
#18GateNet
0.625
weighted F-measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#19DeeplabV3+
0.621
weighted F-measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#20SINetV2
0.616
weighted F-measure· 2021-02-20
Concealed Object Detection Code
#21BSV1
0.598
weighted F-measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#22GCPANet
0.559
weighted F-measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code