Image Matting on AIM-500

Metric: MSE (lower is better)

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#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	DiffMatte	0.0033	Yes	Diffusion for Natural Image Matting	2023-12-10	Code
2	AIM-Net	0.0161	No	Deep Automatic Natural Image Matting	2021-07-15	Code
3	GFM	0.0213	No	Bridging Composite and Real: Towards End-to-end ...	2020-10-30	Code
4	U2NET	0.0348	No	U2-Net: A Bayesian U-Net model with epistemic un...	2019-01-23	-
5	LF	0.0667	No	-	-	Code
6	SHM	0.0921	No	Semantic Human Matting	2018-09-05	Code

#1DiffMatteSOTA
0.0033
MSE· Extra Data· 2023-12-10
Diffusion for Natural Image Matting Code
#2AIM-NetSOTA
0.0161
MSE· 2021-07-15
Deep Automatic Natural Image Matting Code
#3GFMSOTA
0.0213
MSE· 2020-10-30
Bridging Composite and Real: Towards End-to-end Deep Image Matting Code
#4U2NETSOTA
0.0348
MSE· 2019-01-23
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans
#5LF
0.0667
MSE
No paperCode
#6SHMSOTA
0.0921
MSE· 2018-09-05
Semantic Human Matting Code