2D Object Detection on DIS-TE4

Metric: HCE (higher is better)

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#	Model↕	HCE▼	Augmentations	Paper	Date↕	Code
1	BSV1	3999	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
2	HRNet	3864	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
3	STDC	3819	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
4	MBV3	3817	No	Searching for MobileNetV3	2019-05-06	Code
5	PSPNet	3806	No	Pyramid Scene Parsing Network	2016-12-04	Code
6	PFNet	3803	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
7	F3Net	3760	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
8	DeeplabV3+	3709	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
9	ICNet	3690	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
10	SINetV2	3683	No	Concealed Object Detection	2021-02-20	Code
11	GCPANet	3678	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
12	GateNet	3654	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
13	U2Net	3653	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
14	BASNet	3601	No	-	-	Code
15	HySM	3331	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
16	UNet	3218	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
17	IS-Net	2888	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
18	BiRefNet	2746	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
19	InSPyReNet (HR scale)	2336	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
20	MVANet	2331	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
21	InSPyReNet	2243	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code

#1BSV1SOTA
3999
HCE· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#2HRNet
3864
HCE· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#3STDC
3819
HCE· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#4MBV3
3817
HCE· 2019-05-06
Searching for MobileNetV3 Code
#5PSPNetSOTA
3806
HCE· 2016-12-04
Pyramid Scene Parsing Network Code
#6PFNet
3803
HCE· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#7F3Net
3760
HCE· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#8DeeplabV3+
3709
HCE· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#9ICNet
3690
HCE· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#10SINetV2
3683
HCE· 2021-02-20
Concealed Object Detection Code
#11GCPANet
3678
HCE· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#12GateNet
3654
HCE· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#13U2Net
3653
HCE· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#14BASNet
3601
HCE
No paperCode
#15HySM
3331
HCE· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#16UNetSOTA
3218
HCE· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#17IS-Net
2888
HCE· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#18BiRefNet
2746
HCE· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#19InSPyReNet (HR scale)
2336
HCE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#20MVANet
2331
HCE· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#21InSPyReNet
2243
HCE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code