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D5

Benchmarks

Task NameDataset NameSOTA ResultTrend
ClassificationD5
Mean Accuracy66.023
30
Medical Image SegmentationD5 Pancreatic Tumor in MR
DSC72.38
14
RegressionD5
Average Relative MSE0.011
11
Time-Domain PredictionD5
NMSE (dB)-15.52
6
Reliability AssessmentD5 (test)
AU-ARC87.79
5
Frequency-Domain PredictionD5
NMSE (dB)-8.47
5
Underwater Image RestorationD5
ΔE0030.37
4
CSI ReconstructionD5
NMSE (dB)-16.72
3
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