EyePACS
Benchmarks
TaskDatasetSOTA resultTrendResults
EyePACS In-Domain
97.7AUC
36
EyePACs
50.29F1 Score
12
EyePACS 100% (train)
83.22Quadratic Weighted Kappa
11
EyePACS 25% (train)
80.74Quadratic Weighted Kappa
11
EyePACS 10% (train)
77.49Quadratic Weighted Kappa
11
EyePACS 5% (train)
75.4QW Kappa
11
EyePACS 1% (train)
68.37Quadratic Weighted Kappa
11
EyePACS (test)
80Accuracy
10
EyePACS public (test)
95.19Accuracy
9
EyePACS
59.8Accuracy
8
EyePACS
94.55Accuracy
8
EyePACS
86.94Client 1 Accuracy
8
EyePACS (test)
46.8Overall F1 Score
6
EyePACS
80.04Accuracy
6
EyePACS (held-out target)
83.18Accuracy
6
EyePACS (External val)
0.705Kappa
6
EyePACs
7.615Inception Score
6
EyePACS
64.9Accuracy
5
EyePACS
77.8Accuracy
5
Eyepacs (held-out)
74.8Accuracy
5
Eyepacs (test)
80.78Quadratic Weighted Kappa
5
EyePACS
0.86Spearman Correlation (Sp)
4
EYEPACS Source Domain (Generalization to other domains)
62.5Accuracy
4