APTOS
Benchmarks
TaskDatasetSOTA resultTrendResults
APTOS (test)
100I-AUROC
78
APTOS 2019 (Population Shift)
94.9AUC
36
APTOS 2019 (test)
84.8Test Accuracy
35
APTOS 2019
87.26Accuracy
28
APTOS
73.2Accuracy
25
APTOS ESDG (test)
70.6AUC
24
APTOS 5-fold 2019 (val)
78.9Accuracy
21
APTOS 2019 (val)
78.9Acc
21
APTOS
72.47F1 Score
12
APTOS
85.27Accuracy
11
Aptos (held-out)
73.46Accuracy
11
APTOS (test)
75.1Accuracy
10
APTOS Near-OOD 2019 (test)
74.2AUROC
10
APTOS (test)
73.02Macro F1
10
APTOS
93.43Accuracy
9
APTOS Target-imbalanced
85OA
9
APTOS Sources-imbalanced
82.81OA
9
APTOS (test)
0.771Accuracy
9
APTOS 2019 (test)
87.5Accuracy
8
APTOS (final stage)
84.9Accuracy
8
APTOS 2019
97.92AUC
7
APTOS Kaggle-EyePACS 2019 (test)
70.9Accuracy
7
APTOS
42.905FID
7
APTOS
75.1Accuracy
6
APTOS 2019
0.949AUROC
6