2D Classification on DIS-VD

Metric: E-measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide augmentations

#	Model↕	E-measure▼	Augmentations	Paper	Date↕	Code
1	BEN_Base+Refiner	0.958	Yes	BEN: Using Confidence-Guided Matting for Dichoto...	2025-01-08	Code
2	PDFNet	0.944	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
3	MVANet	0.941	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
4	BEN_Base	0.935	Yes	BEN: Using Confidence-Guided Matting for Dichoto...	2025-01-08	Code
5	BiRefNet	0.928	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	InSPyReNet	0.921	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
7	IS-Net	0.856	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
8	MBV3	0.841	No	Searching for MobileNetV3	2019-05-06	Code
9	HRNet	0.824	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
10	U2Net	0.823	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
11	STDC	0.817	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
12	BASNet	0.816	No	-	-	Code
13	HySM	0.814	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
14	ICNet	0.811	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
15	PFNet	0.811	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
16	PSPNet	0.802	No	Pyramid Scene Parsing Network	2016-12-04	Code
17	F3Net	0.8	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
18	SINetV2	0.798	No	Concealed Object Detection	2021-02-20	Code
19	DeeplabV3+	0.796	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
20	UNet	0.785	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
21	GateNet	0.783	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
22	BSV1	0.767	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
23	GCPANet	0.765	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code