Object Detection on DIS-VD

Metric: S-Measure (higher is better)

LeaderboardDataset

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#	Model↕	S-Measure▼	Extra Data	Paper	Date↕	Code
1	BEN_Base+Refiner	0.917	Yes	BEN: Using Confidence-Guided Matting for Dichoto...	2025-01-08	Code
2	BEN_Base	0.916	Yes	BEN: Using Confidence-Guided Matting for Dichoto...	2025-01-08	Code
3	PDFNet	0.916	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
4	MVANet	0.905	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
5	InSPyReNet (HR scale)	0.9	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	BiRefNet	0.898	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
7	InSPyReNet	0.887	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
8	IS-Net	0.813	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
9	U2Net	0.781	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
10	HySM	0.773	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
11	BASNet	0.768	No	-	-	Code
12	HRNet	0.767	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
13	MBV3	0.758	No	Searching for MobileNetV3	2019-05-06	Code
14	ICNet	0.747	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
15	UNet	0.745	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
16	PSPNet	0.744	No	Pyramid Scene Parsing Network	2016-12-04	Code
17	STDC	0.74	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
18	PFNet	0.74	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
19	F3Net	0.733	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
20	BSV1	0.728	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
21	SINetV2	0.727	No	Concealed Object Detection	2021-02-20	Code
22	GateNet	0.723	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
23	GCPANet	0.718	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
24	DeeplabV3+	0.716	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code