Dichotomous Image Segmentation on DIS-TE1

132개 결과 · ⬇ CSV · JSON

max F-Measure

Rank	Model	max F-Measure	weighted F-measure	MAE	S-Measure	E-measure	HCE	Paper	Code	Year
21	GCPANet	0.598	0.495	0.103	0.705	0.750	271	Global Context-Aware Progressive Aggregation Network for Salient Object Detection	JosephChenHub/GCPANet · anish9/GCPAnet-tensorflow2.2	2020
22	BSV1	0.595	0.474	0.108	0.695	0.741	288	BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	PaddlePaddle/PaddleSeg · osmr/imgclsmob · CoinCheung/BiSeNet · +18	2018
23	PDFNet	0.890	0.846	0.031	0.899	0.927	–	Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior	tennine2077/pdfnet	2025
24	MVANet	0.873	0.823	0.037	0.879	0.911	104	Multi-view Aggregation Network for Dichotomous Image Segmentation	qianyu-dlut/mvanet	2024
25	BiRefNet	0.855	0.814	0.038	0.882	0.908	106	Bilateral Reference for High-Resolution Dichotomous Image Segmentation	zhengpeng7/birefnet	2024
26	InSPyReNet (HR scale)	0.845	0.788	0.045	0.873	0.894	110	Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	plemeri/transparent-background · plemeri/inspyrenet · john-mnz/ComfyUI-Inspyrenet-Rembg	2022
27	InSPyReNet	0.834	–	–	0.862	–	148	Revisiting Image Pyramid Structure for High Resolution Salient Object Detection	plemeri/transparent-background · plemeri/inspyrenet · john-mnz/ComfyUI-Inspyrenet-Rembg	2022
28	IS-Net	0.740	0.662	0.074	0.787	0.820	149	Highly Accurate Dichotomous Image Segmentation	xuebinqin/DIS	2022
29	HySM	0.695	0.597	0.082	0.761	0.803	205	HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation	YuvalNirkin/hyperseg	2020
30	U2Net	0.694	0.601	0.083	0.760	0.801	224	U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	xuebinqin/U-2-Net · NathanUA/U-2-Net · PaddlePaddle/PaddleSeg · +26	2020
31	BASNet	0.688	0.595	0.084	0.754	0.801	220	BASNet: Boundary-Aware Salient Object Detection	NathanUA/BASNet · chouxianyu/Boundary-Aware-PoolNet · hamidriasat/BASNet	2019
32	MBV3	0.669	0.595	0.083	0.740	0.818	274	Searching for MobileNetV3	tensorflow/models · tensorflow/models · PaddlePaddle/PaddleOCR · +64	2019
33	HRNet	0.668	0.579	0.088	0.742	0.797	262	Deep High-Resolution Representation Learning for Visual Recognition	open-mmlab/mmdetection · PaddlePaddle/PaddleDetection · open-mmlab/mmsegmentation · +39	2019
34	STDC	0.648	0.562	0.090	0.723	0.798	249	Rethinking BiSeNet For Real-time Semantic Segmentation	PaddlePaddle/PaddleSeg · Deci-AI/super-gradients · MichaelFan01/STDC-Seg · +3	2021
35	PFNet	0.646	0.552	0.094	0.722	0.786	253	Camouflaged Object Segmentation with Distraction Mining	Mhaiyang/CVPR2021_PFNet	2021
36	PSPNet	0.645	0.557	0.089	0.725	0.791	267	Pyramid Scene Parsing Network	tensorflow/models · tensorflow/models · open-mmlab/mmsegmentation · +64	2016
37	SINetV2	0.644	0.558	0.094	0.727	0.791	274	Concealed Object Detection	GewelsJI/SINet-V2	2021
38	F3Net	0.640	0.549	0.095	0.721	0.783	244	F3Net: Fusion, Feedback and Focus for Salient Object Detection	weijun88/F3Net · PanoAsh/ASOD60K · PanoAsh/SHD360 · +1	2019
39	ICNet	0.631	0.535	0.095	0.716	0.784	234	ICNet for Real-Time Semantic Segmentation on High-Resolution Images	osmr/imgclsmob · hszhao/ICNet · hellochick/ICNet-tensorflow · +15	2017
40	UNet	0.625	0.514	0.106	0.716	0.750	233	U-Net: Convolutional Networks for Biomedical Image Segmentation	labmlai/annotated_deep_learning_paper_implementations · milesial/Pytorch-UNet · open-mmlab/mmsegmentation · +484	2015