ABCDEFGHIJKLMNOPQRSTUVWXYZ
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DatasetConfigurationnnU-Net v1nnU-Net v2diffComment
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Dataset001_BrainTumour2d0.72560.7241-0.0015
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3d_fullres0.74110.7398-0.0013
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Dataset002_Heart2d0.9090.9130.004
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3d_fullres0.93280.93340.0006
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Dataset003_Liver2d0.75920.7539-0.0053
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3d_fullres0.79710.7953-0.0018
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3d_lowres0.77960.7820.0024
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3d_cascade_fullres
0.79930.80560.0063
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Dataset004_Hippocampus2d0.86910.87450.0054
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3d_fullres0.88910.88950.0004
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Dataset005_Prostate2d0.73330.73460.0013
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3d_fullres0.75370.7501-0.0036
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Dataset006_Lung2d0.49890.4885-0.0104
Unreliable dataset
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3d_fullres0.72110.6983-0.0228
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3d_lowres0.71090.671-0.0399
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3d_cascade_fullres
0.6980.6905-0.0075
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Dataset007_Pancreas2d0.56190.5517-0.0102
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3d_fullres0.67450.6717-0.0028
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3d_lowres0.67020.6673-0.0029
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3d_cascade_fullres
0.67410.67820.0041
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Dataset008_HepaticVessel2d0.62690.6251-0.0018
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3d_fullres0.68370.68410.0004
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3d_lowres0.66870.6642-0.0045
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3d_cascade_fullres
0.67810.68360.0055
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Dataset009_Spleen2d0.94920.94940.0002
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3d_fullres0.96380.9690.0052
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3d_lowres0.96830.97020.0019
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3d_cascade_fullres
0.97140.9629-0.0085
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Dataset010_Colon2d0.28520.32640.0412
Unreliable dataset
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3d_fullres0.45530.4504-0.0049
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3d_lowres0.45380.45880.005
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3d_cascade_fullres
0.49370.4727-0.021
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Dataset017_AbdominalOrganSegmentation
2d0.77840.79570.0173
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3d_fullres0.82790.83250.0046
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3d_lowres0.82230.83050.0082
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3d_cascade_fullres
0.83930.8379-0.0014
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Dataset024_Promise2d0.89320.8980.0048
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3d_fullres0.88910.89740.0083
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Dataset027_ACDC2d0.91590.92190.006
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3d_fullres0.91790.91950.0016
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Task035_ISBILesionSegmentation2d0.73390.7540.0201
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3d_fullres0.75310.7640.0109
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Dataset038_CHAOS_Task_3_5_Variant22d0.89350.90130.0078
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3d_fullres0.91560.9190.0034
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Dataset048_KiTS_clean2d0.85880.8577-0.0011
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3d_fullres0.90350.90710.0036
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3d_lowres0.90250.90420.0017
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3d_cascade_fullres
0.91240.9130.0006
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Dataset055_SegTHOR2d0.89860.90050.0019
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3d_fullres0.91260.9160.0034
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3d_lowres0.89470.90040.0057
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3d_cascade_fullres
0.9130.91540.0024
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Dataset064_KiTS_labelsFixed2d0.8397
This is not the KiTS dataset we used in the v1 paper. The KiTS dataset used in v1 is the same as we used in our challenge participation. See 2.4 in https://arxiv.org/pdf/1908.02182.pdf
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3d_fullres0.8976
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3d_lowres0.8975
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3d_cascade_fullres
0.9039
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Average difference
0.0008269230769
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