2D Object Detection on DIS-TE2

Metric: MAE (lower is better)

LeaderboardDataset

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Results

#	Model↕	MAE▲	Augmentations	Paper	Date↕	Code
1	PDFNet	0.028	No	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	MVANet	0.03	No	Multi-view Aggregation Network for Dichotomous I...	2024-04-11	Code
3	BiRefNet	0.035	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet	0.038	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	IS-Net	0.07	No	Highly Accurate Dichotomous Image Segmentation	2022-03-06	Code
6	MBV3	0.083	No	Searching for MobileNetV3	2019-05-06	Code
7	BASNet	0.084	No	-	-	Code
8	HySM	0.085	No	HyperSeg: Patch-wise Hypernetwork for Real-time ...	2020-12-21	Code
9	U2Net	0.085	No	U$^2$-Net: Going Deeper with Nested U-Structure ...	2020-05-18	Code
10	HRNet	0.087	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	PSPNet	0.092	No	Pyramid Scene Parsing Network	2016-12-04	Code
12	STDC	0.092	No	Rethinking BiSeNet For Real-time Semantic Segmen...	2021-04-27	Code
13	ICNet	0.095	No	ICNet for Real-Time Semantic Segmentation on Hig...	2017-04-27	Code
14	PFNet	0.096	No	Camouflaged Object Segmentation with Distraction...	2021-04-21	Code
15	F3Net	0.097	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
16	SINetV2	0.099	No	Concealed Object Detection	2021-02-20	Code
17	GateNet	0.102	No	Suppress and Balance: A Simple Gated Network for...	2020-07-16	Code
18	DeeplabV3+	0.105	No	Rethinking Atrous Convolution for Semantic Image...	2017-06-17	Code
19	UNet	0.107	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
20	GCPANet	0.109	No	Global Context-Aware Progressive Aggregation Net...	2020-03-02	Code
21	BSV1	0.111	No	BiSeNet: Bilateral Segmentation Network for Real...	2018-08-02	Code