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ResearchFormerly WizWand

OCT

Benchmarks

TaskDatasetSOTA resultTrendResults

Anomaly Detection (Image-level)

OCT 17

91.2AUROC

3

Anomaly Detection

OCT

99.7Image-level AUC

3

Generative Modeling

OCT Dataset (five-fold cross-validation)

49.1KID

3

Anomaly Classification

OCT 17 (test)

95.4AUC

3

Medical Image Classification

OCT-11k Target domain (Topcon)

79.78Accuracy

3

Medical Image Classification

OCT-11k (Source domain (Zeiss))

85.33Accuracy

3

Vessel segmentation

OCT

80.17DSC

2

Image Reconstruction

OCT

31.2PSNR (dB)

2

Image Segmentation

Healthy OCT (test)

86.5Dice Score

2

Image Reconstruction

Healthy OCT (test)

6.04MAE (%)

2