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Registration research benchmarks – Page 2 · SOTA2 Research

Registration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Head and Neck Specimens (Buccal-3)

contour-constrained deformable registration

8.4Target Registration Error (mm)

3

Jun 19, 2026

Head and Neck Specimens Buccal-2

contour-constrained deformable registration

5.86TRE (mm)

3

Jun 19, 2026

Head and Neck Specimens (Buccal-1)

contour-constrained deformable registration

4.68TRE (mm)

3

Jun 19, 2026

Head and Neck Specimens (Skin Average)

contour-constrained deformable registration

5.68TRE (mm)

3

Jun 19, 2026

Head and Neck Specimens Skin-3

contour-constrained deformable registration

4.66TRE (mm)

3

Jun 19, 2026

Head and Neck Specimens Skin-2

contour-constrained deformable registration

6.29TRE (mm)

3

Jun 19, 2026

Head and Neck Specimens (Skin-1)

contour-constrained deformable registration

6.09TRE (mm)

3

Jun 19, 2026

Indoor Deformed

5Success Count

3

Jun 11, 2026

Indoor (Precise)

33.2TTC (s)

3

Jun 11, 2026

SubT Cave (Deformed)

5Success Count

3

Jun 11, 2026

SubT Cave (Precise)

5Success Count

3

Jun 11, 2026

Garage Deformed

5Success Count

3

Jun 11, 2026

Garage (Precise)

38.2TTC (s)

3

Jun 11, 2026

40-patient cohort dataset 5-fold cross-validation (test)

OCM + DL (final)

0.91NCC

3

Feb 26, 2026

SpineDepth (test)

—

—Primary metric

0

Feb 26, 2026

Page 2 of 2

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