REFUGE
Benchmarks
TaskDatasetSOTA resultTrendResults
REFUGE
0.946Dice Score
52
REFUGE 2.0 (test)
89.62AUC
40
Refuge
98DSC
29
Refuge
96.3DSC
29
REFUGE Domain B (val)
0.873Dice Score
24
REFUGE Domain A (test)
89.82DICE
24
REFUGE2 Zeiss
90.19mDice
21
REFUGE TOPCON 2
90.17Dice Score
21
REFUGE2 Optic-Cup
87.5Dice
21
REFUGE2 Cup
88.6Dice Score
18
REFUGE2 Disc
96.7Dice Coefficient
18
REFUGE (test)
93.9AUC
18
REFUGE Full set Few-shot
97.23AUROC
16
REFUGE (test)
83.57mIoU
15
REFUGE 2020 (val)
87.2Cup Dice
14
REFUGE 2
95.2Optic-Disc Dice
12
REFUGE
37.2PSNR
11
REFUGE2
92.7BACC
11
REFUGE 45 (seen)
84.9OD Score
11
REFUGE GoDARTS (external verification)
92.04DSC
10
REFUGE (external val)
93.74DSC (%)
10
Refuge (Source)
91.21DSC (OD)
8
REFUGE CFP Modality
94.7Accuracy
8
REFUGE DR
0.54R2 (Epistemic)
6
REFUGE (300 randomly selected samples)
0.915SSIM
6