OCT
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
OCT 17
99.93AUC
54
OCT 2017
99.4Image-level AU-ROC
30
OCT 2017 (test)
99.3F1 Score
28
OCT 2017 (test)
99.8Accuracy
24
OCT
79.34DSC
22
OCT 2017 (test)
99.9I-AUROC
18
OCT
50.93Dice (%)
18
OCT BMAD 2017 (test)
98.9AUROC (Image-level)
16
OCT
86Top-k Precision
14
OCT
85.2AUDC
14
OCT
93.67AUC
13
OCT 2 tasks
87.6Average Performance
13
OCT-C8 (test)
95.25Overall Accuracy (OA)
13
OCT
96.3F1 Score (%)
12
OCT 5-shot (test)
79.34DSC
11
OCT (test)
79.34DSC
11
OCT (test)
95.4Relative Performance
11
OCT5k
67.63Dice Score
9
OCT OCTA Projection Map 2024
0.009MAE
8
OCT 2017
99.83AUC
7
OCT 15 volumes (test)
28.99PSNR
7
OCT 17
0.821AUC
7
OCT
96.34ResNet Accuracy
7
Healthy OCT (train)
91.9Dice Score (%)
6
Healthy OCT (train)
5.24MAE
6