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Papers Benchmarks Datasets Tasks

3D Cardiac Shape Reconstruction research benchmarks · SOTA2 Research

3D Cardiac Shape Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cardiac CTA Left atrium 40 patients (test)

Neural Implicit Reconstruction

4.88MAE (mL)

5

Feb 26, 2026

Cardiac CTA Left ventricle blood pool 40 patients (test)

Neural Implicit Reconstruction

2.82MAE (mL)

5

Feb 26, 2026

Cardiac CTA Left ventricle myocardium 40 patients (test)

Neural Implicit Reconstruction

0.88Dice

4

Feb 26, 2026

Cardiac CTA Right atrium 40 patients (test)

Neural Implicit Reconstruction

0.87Dice

4

Feb 26, 2026

Cardiac CTA Right ventricle 40 patients (test)

Neural Implicit Reconstruction

90Dice Coefficient

4

Feb 26, 2026

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