Messidor
Benchmarks
TaskDatasetSOTA resultTrendResults
Messidor
69.1ACC
22
Messidor Feature UCIrvine (5-fold cross-validation)
0.77Macro F1
17
Messidor (test)
86.8AUC
17
Messidor-2 Full set Few-shot
92.56AUROC
16
Messidor 2 (test)
80.5Accuracy
15
Messidor 2 (held-out)
79.64Accuracy
11
Messidor (held-out)
68.3Accuracy
11
Messidor ESDG (test)
78.1AUC
11
Messidor (test)
69.5Accuracy
10
Messidor features UCIrvine
77.4Macro F1
9
Messidor (test)
64.7Accuracy
9
MESSIDOR-2
0.951AUROC
7
Messidor
69.48Accuracy
6
Messidor
95.99Accuracy
6
Messidor
57.91Accuracy
5
Messidor
0.864AUROC
4
Messidor
78.2F1 Score
4
Messidor Features
92.29F1-score
4
MESSIDOR2 Source Domain Generalization to other domains
65.5Accuracy
4
MESSIDOR Source Domain Generalization to other domains
0.671Accuracy
4
MessidorSet1 low-shot 400 imgs (train)
28.76FID
4
Messidor
70.1Accuracy
3
Messidor-2 (test)
85.14Quadratic Kappa
3
Messidor 177 images (test)
0.125Mean Qv Score
2
Messidor reduced 171 images (test)
98.89Mean ISC Score
2