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Medical Imaging

Benchmarks

Task NameDataset NameSOTA ResultTrend
Slice InterpolationMedical Imaging patient-level, 30 patients (test)
Delta SSIM0.0021
7
Medical Imaging ClassificationMedical Imaging synthetic (test)
Mean Round Time (s)0.149
3
Image-to-image translationMedical Imaging MR to CT (test)
NMAE0.022
3
Image-to-image translationMedical Imaging T2 to T1 (test)
NMAE0.029
3
Binary Mask PredictionSynthetic medical imaging dataset
F1 Score89.2
1
General Medical Imaging AnalysisMedical Imaging General
Metric-
0
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