2D Object Detection on DIS-VD

Metric: MAE (lower is better)

LeaderboardDataset

Loading chart...

Results

Hide augmentations

#	Model↕	MAE▲	Augmentations	Paper	Date↕	Code
1	BEN_Base+Refiner	0.027	Yes	BEN: Using Confidence-Guided Matting for Dichoto...	2025-01-08	Code
2	PDFNet	0.03	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
3	BEN_Base	0.031	Yes	BEN: Using Confidence-Guided Matting for Dichoto...	2025-01-08	Code
4	MVANet	0.034	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
5	BiRefNet	0.038	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	InSPyReNet	0.043	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
7	IS-Net	0.074	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
8	U2Net	0.09	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
9	MBV3	0.092	No	Searching for MobileNetV3	2019-05-06	Code
10	BASNet	0.094	No	-	-	Code
11	HRNet	0.095	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
12	HySM	0.096	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
13	ICNet	0.102	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
14	PSPNet	0.102	No	Pyramid Scene Parsing Network	2016-12-04	Code
15	STDC	0.103	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
16	PFNet	0.106	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
17	F3Net	0.107	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
18	GateNet	0.11	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
19	SINetV2	0.11	No	Concealed Object Detection	2021-02-20	Code
20	UNet	0.113	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
21	DeeplabV3+	0.114	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
22	BSV1	0.116	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code
23	GCPANet	0.118	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code