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Papers Benchmarks Datasets Tasks

Inpainting research benchmarks – Page 5 · SOTA2 Research

Inpainting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.167LPIPS

3

Feb 26, 2026

1.92FAD

3

Feb 26, 2026

Synthetic Evaluation Dataset (test)

0.837FID

3

Feb 26, 2026

discretized MNIST

97Accuracy

3

Feb 26, 2026

15.08PSNR

2

Jul 3, 2026

velocity-correction solver

0.058LPIPS

2

Jun 24, 2026

velocity-correction solver

0.061LPIPS

2

Jun 24, 2026

ImageNet 256x256 (test)

0.099LPIPS

2

May 8, 2026

LSUN Church 256x256 (test)

0.097LPIPS

2

May 8, 2026

Real MS Lesion Mask Vol. ~51k (n = 10)

191Overlap Volume

2

Mar 9, 2026

74.51Inpainting Ability (Human)

2

Feb 27, 2026

21Task 1 Preference Score (vs GT)

2

Feb 26, 2026

Synthetic MS Lesion Mask Vol. ~71k (n = 18)

30Overlap Volume

1

Mar 9, 2026

10 image slices random Inpaint, η=0.5

—

—Primary metric

0

Feb 26, 2026

10 image slices random Inpaint, η=0.1

—

—Primary metric

0

Feb 26, 2026

10 image slices random Inpaint, η=0.05

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Page 5 of 5

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