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Papers Benchmarks Datasets Tasks

Metal Artifact Reduction research benchmarks – Page 2 · SOTA2 Research

Metal Artifact Reduction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DeepLesion 43 (test)

38.19PSNR

10

Feb 26, 2026

DeepLesion synthesized

42.19PSNR (dB)

9

Feb 26, 2026

Real-world Dental Dataset

108.73FID

8

May 19, 2026

Dental dataset Average

40.98PSNR

8

May 19, 2026

Dental dataset Large Metals

36.65PSNR

8

May 19, 2026

Dental dataset Small Metals

45.53PSNR

8

May 19, 2026

AAPM CT-MAR 1,000-sample (test)

38.57PSNR (dB)

8

Apr 8, 2026

DeepLesion simulated (test)

39.73PSNR (Image Domain)

8

Feb 26, 2026

Synthesized Data Average

41.48PSNR

8

Feb 26, 2026

Synthesized Data Input

36.74PSNR

8

Feb 26, 2026

Synthesized DeepLesion (test)

35.11PSNR

7

Feb 26, 2026

Clinical dental CBCT data from the First Affiliated Hospital of Nanchang University

31.25STD (HU)

6

Feb 26, 2026

AAPM-MAR challenge (test)

1.82Final Score

5

Mar 17, 2026

Clinical dental dataset

0.03Parameters (M)

4

Feb 26, 2026

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DeepLesion Synthesized Data Dental CBCT Dental dataset Artifacts

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