2D Object Detection on DIS-TE3

Metric: HCE (higher is better)

LeaderboardDataset

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#	Model↕	HCE▼	Augmentations	Paper	Date↕	Code
1	BSV1	1146	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
2	MBV3	1136	No	Searching for MobileNetV3	2019-05-06	Code
3	PSPNet	1111	No	Pyramid Scene Parsing Network	2016-12-04	Code
4	SINetV2	1096	No	Concealed Object Detection	2021-02-20	Code
5	PFNet	1082	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
6	STDC	1081	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
7	F3Net	1059	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
8	GCPANet	1058	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
9	HRNet	1049	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
10	ICNet	1001	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
11	DeeplabV3+	999	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
12	GateNet	972	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
13	U2Net	965	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
14	BASNet	948	No	-	-	Code
15	HySM	887	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
16	UNet	883	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
17	IS-Net	687	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
18	InSPyReNet	582	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
19	BiRefNet	573	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
20	MVANet	525	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
21	InSPyReNet (HR scale)	522	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code

#1BSV1SOTA
1146
HCE· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#2MBV3
1136
HCE· 2019-05-06
Searching for MobileNetV3 Code
#3PSPNetSOTA
1111
HCE· 2016-12-04
Pyramid Scene Parsing Network Code
#4SINetV2
1096
HCE· 2021-02-20
Concealed Object Detection Code
#5PFNet
1082
HCE· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#6STDC
1081
HCE· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#7F3Net
1059
HCE· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#8GCPANet
1058
HCE· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#9HRNet
1049
HCE· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#10ICNet
1001
HCE· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#11DeeplabV3+
999
HCE· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#12GateNet
972
HCE· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#13U2Net
965
HCE· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#14BASNet
948
HCE
No paperCode
#15HySM
887
HCE· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#16UNetSOTA
883
HCE· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#17IS-Net
687
HCE· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#18InSPyReNet
582
HCE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#19BiRefNet
573
HCE· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#20MVANet
525
HCE· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#21InSPyReNet (HR scale)
522
HCE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code