2D Classification on DIS-TE1

Metric: MAE (lower is better)

LeaderboardDataset

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Results

#	Model↕	MAE▲	Augmentations	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