FGVCAircraft
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
FGVCAircraft
94.16Accuracy
289
FGVCAircraft
51.58Base Performance
126
FGVCAircraft
95.6Accuracy
74
FGVCAircraft
99AUROC
41
FGVCAircraft
54.1Robust Accuracy
38
FGVCAircraft (novel classes)
3.79ECE
36
FGVCAircraft (base classes)
42Accuracy
27
FGVCAircraft Base-to-New
42.68Base Accuracy
23
FGVCAircraft H (harmonic mean)
42.78Acc
16
FGVCAircraft (novel classes)
0.88MCE
15
FGVCAircraft
23.8Top-1 Clean Acc
10
FGVCAircraft T=20 tasks (test)
34.8Last Accuracy
9
FGVCAircraft T=10 tasks (test)
47.5Last Accuracy (Alast)
9
FGVCAircraft T=5 tasks (test)
53.3Last Accuracy
9
FGVCAircraft
33.75Accuracy (1 Shot)
6
FGVCAircraft
18.98Accuracy
6
FGVCAircraft
36.29Accuracy
6
FGVCAircraft
19.2Natural Accuracy
5
FGVCAircraft (unseen)
36.29Accuracy
4
FGVCAircraft (seen)
40.44Accuracy
4
FGVCAircraft (10% labels)
57.1Top-1 Acc
3
FGVCAircraft (val)
—Accuracy
0