2D Classification on DIS-TE3

Metric: S-Measure (higher is better)

LeaderboardDataset

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Results

#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	PDFNet	0.928	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	MVANet	0.92	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
3	BiRefNet	0.918	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet (HR scale)	0.918	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	InSPyReNet	0.902	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.836	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	HySM	0.811	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
8	U2Net	0.809	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
9	HRNet	0.805	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
10	BASNet	0.798	No	-	-	Code
11	ICNet	0.78	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
12	PFNet	0.777	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
13	PSPNet	0.774	No	Pyramid Scene Parsing Network	2016-12-04	Code
14	F3Net	0.773	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
15	STDC	0.771	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
16	SINetV2	0.766	No	Concealed Object Detection	2021-02-20	Code
17	MBV3	0.764	No	Searching for MobileNetV3	2019-05-06	Code
18	BSV1	0.757	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
19	DeeplabV3+	0.749	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
20	GCPANet	0.748	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
21	GateNet	0.747	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code