2D Object Detection on DIS-TE1

Metric: S-Measure (higher is better)

LeaderboardDataset

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Results

#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	PDFNet	0.899	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	BiRefNet	0.882	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	MVANet	0.879	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
4	InSPyReNet (HR scale)	0.873	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	InSPyReNet	0.862	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	IS-Net	0.787	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
7	HySM	0.761	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
8	U2Net	0.76	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
9	BASNet	0.754	No	-	-	Code
10	HRNet	0.742	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	MBV3	0.74	No	Searching for MobileNetV3	2019-05-06	Code
12	SINetV2	0.727	No	Concealed Object Detection	2021-02-20	Code
13	PSPNet	0.725	No	Pyramid Scene Parsing Network	2016-12-04	Code
14	STDC	0.723	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
15	PFNet	0.722	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
16	F3Net	0.721	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
17	ICNet	0.716	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
18	UNet	0.716	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
19	GCPANet	0.705	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
20	GateNet	0.701	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
21	BSV1	0.695	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
22	DeeplabV3+	0.694	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code