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Papers Benchmarks Datasets Tasks

Image Registration research benchmarks – Page 4 · SOTA2 Research

Image Registration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.02Registration Error

3

Mar 13, 2026

Learn2Reg (test)

Over-fitted Registration

92DSC

3

Feb 26, 2026

0.091FLIRT

3

Feb 26, 2026

0.12FLIRT Error

3

Feb 26, 2026

0.118FLIRT Error

3

Feb 26, 2026

0.102FLIRT Error

3

Feb 26, 2026

Abdomen-L2R (48 pairs)

Levenberg-Marquardt

76.15Mean Dice Coefficient

2

Mar 23, 2026

NLST 10 pairs 2011

0.85Mean TRE (mm)

2

Mar 23, 2026

Levenberg-Marquardt

82.93Mean Dice

2

Mar 23, 2026

Levenberg-Marquardt

87.15Mean Dice

2

Mar 23, 2026

Over-fitted Registration

89DSC

2

Feb 26, 2026

Over-fitted Registration

90DSC

2

Feb 26, 2026

Over-fitted Registration

89DSC

2

Feb 26, 2026

0.97CC

1

Feb 26, 2026

94Correlation Coefficient (CC)

1

Feb 26, 2026

0.96CC

1

Feb 26, 2026

0.98CC

1

Feb 26, 2026

ACDC and M&M (test)

—

—Primary metric

0

Feb 26, 2026

Page 4 of 4

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