Object Detection on DIS-TE1

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	PDFNet	0.031	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	MVANet	0.037	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
3	BiRefNet	0.038	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet (HR scale)	0.045	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	IS-Net	0.074	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
6	HySM	0.082	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
7	U2Net	0.083	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
8	MBV3	0.083	No	Searching for MobileNetV3	2019-05-06	Code
9	BASNet	0.084	No	-	-	Code
10	HRNet	0.088	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	PSPNet	0.089	No	Pyramid Scene Parsing Network	2016-12-04	Code
12	STDC	0.09	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
13	PFNet	0.094	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
14	SINetV2	0.094	No	Concealed Object Detection	2021-02-20	Code
15	F3Net	0.095	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
16	ICNet	0.095	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
17	GateNet	0.099	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
18	DeeplabV3+	0.102	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
19	GCPANet	0.103	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
20	UNet	0.106	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
21	BSV1	0.108	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code

#1PDFNetSOTA
0.031
MAE· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2MVANetSOTA
0.037
MAE· 2024-04-11
Multi-view Aggregation Network for Dichotomous Image Segmentation Code
#3BiRefNetSOTA
0.038
MAE· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4InSPyReNet (HR scale)SOTA
0.045
MAE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#5IS-NetSOTA
0.074
MAE· 2022-03-06
Highly Accurate Dichotomous Image Segmentation Code
#6HySMSOTA
0.082
MAE· 2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Code
#7U2Net
0.083
MAE· 2020-05-18
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection Code
#8MBV3SOTA
0.083
MAE· 2019-05-06
Searching for MobileNetV3 Code
#9BASNet
0.084
MAE
No paperCode
#10HRNet
0.088
MAE· 2019-08-20
Deep High-Resolution Representation Learning for Visual Recognition Code
#11PSPNetSOTA
0.089
MAE· 2016-12-04
Pyramid Scene Parsing Network Code
#12STDC
0.09
MAE· 2021-04-27
Rethinking BiSeNet For Real-time Semantic Segmentation Code
#13PFNet
0.094
MAE· 2021-04-21
Camouflaged Object Segmentation with Distraction Mining Code
#14SINetV2
0.094
MAE· 2021-02-20
Concealed Object Detection Code
#15F3Net
0.095
MAE· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#16ICNet
0.095
MAE· 2017-04-27
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Code
#17GateNet
0.099
MAE· 2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection Code
#18DeeplabV3+
0.102
MAE· 2017-06-17
Rethinking Atrous Convolution for Semantic Image Segmentation Code
#19GCPANet
0.103
MAE· 2020-03-02
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Code
#20UNetSOTA
0.106
MAE· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#21BSV1
0.108
MAE· 2018-08-02
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Code