IDRID
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IDRID
96.99DSC
20
IDRID
74.8Accuracy
20
IDRiD DME
86.17AUC
18
IDRiD DR
82.57AUC
18
IDRID
70.86Dice Score
16
IDRID Full set Few-shot
83.25AUROC
16
IDRiD (test)
74.2AUC
13
IDRiD (test)
96.19Dice Score
11
IDRID ESDG (test)
72.9AUC
11
IDRiD Source: GoDARTS (external verification)
95.41DSC
10
IDRiD (10-fold cross-val)
90.79AUC
10
IDRiD relabeled
87.5Vessel mIoU
9
IDRiD
3EX Error Rate
9
IDRID (test)
49.72mDice
9
IDRID
58.5Accuracy
7
IDRiD
97.39Accuracy
6
IDRiD (test)
76.1AUROC
4
IDRiD
0.807AUROC
4
IDRID Eval (test)
63.75Accuracy
4
IDRiD (test)
20.5ED
3
IDRiD (test)
32.1Euclidean Distance (ED)
3
IDRID (out-of-distribution)
0.958Dice Score
2
IDRID
14.68L2 Distance (pixels)
1