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Papers Benchmarks Datasets Tasks

Medical Image Registration research benchmarks – Page 2 · SOTA2 Research

Medical Image Registration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Prostate (test)

88Dice Similarity Coefficient

6

Mar 19, 2026

Anatomical Brain Structures (subject-to-subject)

Polaffini-polyaff

98.38Freq 1st Rank (Sub-cortical)

6

Feb 26, 2026

Anatomical Brain Structures (subject-to-template)

Polaffini-polyaff

96.991st Rank Freq (Sub-cortical)

6

Feb 26, 2026

Lung CT (inter- and intra-subject)

81.61DSC

6

Feb 26, 2026

84.61Heart Dice Score

5

Feb 26, 2026

Multi-center Brain MRI dataset (test)

85.85SSIM

4

Mar 24, 2026

Data-4 Liver CT TCIA (post-registration overlap)

97.24Dice Score

4

Feb 26, 2026

Data-3 Cardiac CT TCIA (post-registration overlap)

97.55Dice Score

4

Feb 26, 2026

Data-2 Abdomen CT post-registration overlap TCIA

DL KD Reg (F-R-KD)

0.974Dice Score

4

Feb 26, 2026

Data-1 Thorax CT TCIA (post-registration overlap)

DL KD Reg (F-R-KD)

99.28Dice Score

4

Feb 26, 2026

MR-Cardiac (intra-subject)

80.28Dice Score

4

Feb 26, 2026

MR-Prostate (inter-subject)

0.773Dice

4

Feb 26, 2026

Deep-learning non-linear registration

3.019Cohen's d

3

Feb 26, 2026

Sub-cortical regions

Polaffini-polyaff

1.864Cohen's d

3

Feb 26, 2026

0.007GPU Latency (sec)

3

Feb 26, 2026

Brain MRI dataset (test)

0P-Value

3

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

ReMIND2Reg Learn2Reg 2025

—

—Primary metric

0

Feb 26, 2026

Page 2 of 2

Popular datasets

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