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CURE-OOD

Benchmarks

Task NameDataset NameSOTA ResultTrend
OOD DetectionCURE-OOD OS Exposure Time shift
AUROC62.37
20
OOD DetectionCURE-OOD DFFS Average across shifts
AUROC55.97
10
OOD DetectionCURE-OOD DFFS, Tube Current shift
AUROC55.14
10
OOD DetectionCURE-OOD DFFS, Slice Thickness shift
AUROC55.7
10
OOD DetectionCURE-OOD DFFS, Exposure Time shift
AUROC64.64
10
OOD DetectionCURE-OOD DFFS, Pixel Spacing shift
AUROC55.87
10
OOD DetectionCURE-OOD RFFS Average across shifts
AUROC56.94
10
OOD DetectionCURE-OOD RFFS Tube Current shift
AUROC55
10
OOD DetectionCURE-OOD RFFS Slice Thickness shift
AUROC0.5288
10
OOD DetectionCURE-OOD RFFS, Exposure Time shift
AUROC0.5984
10
OOD DetectionCURE-OOD RFFS, Pixel Spacing shift
AUROC60.6
10
OOD DetectionCURE-OOD LFFS, Average across shifts
AUROC58.54
10
OOD DetectionCURE-OOD LFFS Tube Current shift
AUROC55.27
10
OOD DetectionCURE-OOD LFFS Slice Thickness shift
AUROC53.47
10
OOD DetectionCURE-OOD LFFS Pixel Spacing shift
AUROC60.82
10
OOD DetectionCURE-OOD OS Average across shifts
AUROC58.73
10
OOD DetectionCURE-OOD OS, Tube Current shift
AUROC57.97
10
OOD DetectionCURE-OOD OS, Slice Thickness shift
AUROC54.16
10
OOD DetectionCURE-OOD OS, Pixel Spacing shift
AUROC60.43
10
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