2D Classification on DIS-TE2

Metric: HCE (higher is better)

LeaderboardDataset

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#	Model↕	HCE▼	Augmentations	Paper	Date↕	Code
1	BSV1	621	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
2	MBV3	600	No	Searching for MobileNetV3	2019-05-06	Code
3	SINetV2	593	No	Concealed Object Detection	2021-02-20	Code
4	PSPNet	586	No	Pyramid Scene Parsing Network	2016-12-04	Code
5	GCPANet	574	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
6	PFNet	567	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
7	STDC	556	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
8	HRNet	555	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
9	F3Net	542	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
10	DeeplabV3+	516	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
11	ICNet	512	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
12	GateNet	501	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
13	U2Net	490	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
14	BASNet	480	No	-	-	Code
15	UNet	474	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
16	HySM	451	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
17	IS-Net	340	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
18	InSPyReNet	316	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
19	BiRefNet	265	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
20	InSPyReNet (HR scale)	255	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
21	MVANet	251	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code

#1BSV1SOTA
621
HCE· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code
#2MBV3
600
HCE· 2019-05-06
Searching for MobileNetV3 Code
#3SINetV2
593
HCE· 2021-02-20
Concealed Object Detection Code
#4PSPNetSOTA
586
HCE· 2016-12-04
Pyramid Scene Parsing Network Code
#5GCPANet
574
HCE· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#6PFNet
567
HCE· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#7STDC
556
HCE· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#8HRNet
555
HCE· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#9F3Net
542
HCE· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#10DeeplabV3+
516
HCE· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#11ICNet
512
HCE· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#12GateNet
501
HCE· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#13U2Net
490
HCE· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#14BASNet
480
HCE
No paperCode
#15UNetSOTA
474
HCE· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#16HySM
451
HCE· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#17IS-Net
340
HCE· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#18InSPyReNet
316
HCE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#19BiRefNet
265
HCE· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#20InSPyReNet (HR scale)
255
HCE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#21MVANet
251
HCE· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code