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Papers Benchmarks Datasets Tasks

Image Matting research benchmarks – Page 2 · SOTA2 Research

Image Matting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PM-10k COMP-BG20K

18.11SAD

4

Feb 26, 2026

PM-10k COMP-COCO

33.9SAD

4

Feb 26, 2026

AM-2k COMP-BG20K

15.88SAD

4

Feb 26, 2026

AM-2k COMP-COCO

30.05SAD

4

Feb 26, 2026

10 real world videos fixed camera (test)

Background Matting

72Preference - Much Better

4

Feb 26, 2026

9.08SAD

3

Feb 26, 2026

21.46SAD

3

Feb 26, 2026

0.003MSE

3

Feb 26, 2026

0.001MSE

3

Feb 26, 2026

Real-world image dataset (test)

Context-Aware Image Matting

85.48Mean Preference Rate

3

Feb 26, 2026

Page 2 of 2

Popular datasets

P3M AM-2k PM alphamatting.com AM

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