Object Detection on DIS-TE4

Metric: max F-Measure (higher is better)

LeaderboardDataset

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#	Model↕	max F-Measure▼	Extra Data	Paper	Date↕	Code
1	MVANet	0.912	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
2	PDFNet	0.911	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
3	InSPyReNet (HR scale)	0.905	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
4	BiRefNet	0.9	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	InSPyReNet	0.892	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.827	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	U2Net	0.795	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
8	HySM	0.782	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
9	BASNet	0.78	No	-	-	Code
10	HRNet	0.772	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	UNet	0.759	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
12	ICNet	0.749	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
13	MBV3	0.736	No	Searching for MobileNetV3	2019-05-06	Code
14	STDC	0.731	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
15	PFNet	0.731	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
16	GateNet	0.729	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
17	PSPNet	0.725	No	Pyramid Scene Parsing Network	2016-12-04	Code
18	F3Net	0.721	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
19	DeeplabV3+	0.715	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
20	BSV1	0.71	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
21	SINetV2	0.699	No	Concealed Object Detection	2021-02-20	Code
22	GCPANet	0.67	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code

#1MVANetSOTA
0.912
max F-Measure· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#2PDFNet
0.911
max F-Measure· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#3InSPyReNet (HR scale)SOTA
0.905
max F-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#4BiRefNet
0.9
max F-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5InSPyReNet
0.892
max F-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6IS-NetSOTA
0.827
max F-Measure· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#7U2NetSOTA
0.795
max F-Measure· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#8HySM
0.782
max F-Measure· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#9BASNet
0.78
max F-Measure
No paperCode
#10HRNetSOTA
0.772
max F-Measure· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#11UNetSOTA
0.759
max F-Measure· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#12ICNet
0.749
max F-Measure· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#13MBV3
0.736
max F-Measure· 2019-05-06
Searching for MobileNetV3 Code
#14STDC
0.731
max F-Measure· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#15PFNet
0.731
max F-Measure· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#16GateNet
0.729
max F-Measure· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#17PSPNet
0.725
max F-Measure· 2016-12-04
Pyramid Scene Parsing Network Code
#18F3Net
0.721
max F-Measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#19DeeplabV3+
0.715
max F-Measure· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#20BSV1
0.71
max F-Measure· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#21SINetV2
0.699
max F-Measure· 2021-02-20
Concealed Object Detection Code
#22GCPANet
0.67
max F-Measure· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code