Image Matting on AIM-500

Metric: MAD (higher is better)

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#	Model↕	MAD▼	Extra Data	Paper	Date↕	Code
1	LF	0.113	No	-	-	Code
2	SHM	0.1012	No	Semantic Human Matting	2018-09-05	Code
3	U2NET	0.0493	No	U2-Net: A Bayesian U-Net model with epistemic un...	2019-01-23	-
4	GFM	0.0313	No	Bridging Composite and Real: Towards End-to-end ...	2020-10-30	Code
5	AIM-Net	0.0262	No	Deep Automatic Natural Image Matting	2021-07-15	Code
6	DiffMatte	0.0098	Yes	Diffusion for Natural Image Matting	2023-12-10	Code

#1LF
0.113
MAD
No paperCode
#2SHMSOTA
0.1012
MAD· 2018-09-05
Semantic Human Matting Code
#3U2NET
0.0493
MAD· 2019-01-23
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans
#4GFM
0.0313
MAD· 2020-10-30
Bridging Composite and Real: Towards End-to-end Deep Image Matting Code
#5AIM-Net
0.0262
MAD· 2021-07-15
Deep Automatic Natural Image Matting Code
#6DiffMatte
0.0098
MAD· Extra Data· 2023-12-10
Diffusion for Natural Image Matting Code