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CT

Benchmarks

Task NameDataset NameSOTA ResultTrend
Degradation Severity EstimationCT Patients: L506, L192, L310 (test)
Spearman's Rho0.926
50
ClassificationCT
Accuracy96.93
41
Longitudinal follow-up generative comparative interpretationCT Longitudinal follow-up
Accuracy92.11
20
Time Series Anomaly DetectionCT Hard Setting (test)
AUC83.58
20
Anomaly detectionCT UEA (test)
ROC AUC (%)99.7
20
CT DenoisingCT (test)
PSNR33.78
17
Hallucination DetectionCT
HDR94.33
16
Interactive Medical Image SegmentationCT (Computed Tomography)
Dice Coefficient84.7
16
Medical Image AnalysisCT 2 tasks
Average Performance84.2
13
Entity-conditioned retrievalCT (External)
Recall@183.91
12
ClassificationCT Sagittal
Accuracy29.27
11
ClassificationCT Coronal
Accuracy33.4
11
ClassificationCT Axial
Accuracy45.09
11
Scene Text RecognitionCT 288 (test)
Accuracy76.8
11
CT ReconstructionCT 8 views (test)
PSNR29.48
11
CT ReconstructionCT 20 views (test)
PSNR33.57
11
Medical image reconstructionCT
rFID7.88
8
Entity-conditioned reference-case retrievalCT (internal val)
Recall@169.39
6
CT ReconstructionCT Limited-angle
PSNR27.21
6
CT ReconstructionCT Sparse-view
PSNR29.55
6
Medical Image SegmentationCT Tumor
DSC0.0121
6
Medical Image SegmentationCT Liver
DSC1.05
6
Sparse-view CT ReconstructionCT100 (test)
PSNR34.4
5
CT ReconstructionCT (test)
Average Duration (s)10.26
4
Backdoor AttackCT (test)
Runtime (s)0.48
4
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