FGVC-Aircraft
Benchmarks
TaskDatasetSOTA resultTrendResults
FGVC-Aircraft Coarse-grained OOD split
100TNR@95%TPR
14
FGVC-Aircraft
78.21Accuracy
14
FGVC Aircraft
92.07Accuracy Difference/Score
13
FGVC-Aircraft New classes
65.1Accuracy
13
FGVC-Aircraft Old classes
69.9Accuracy
13
FGVC-Aircraft All classes
66.3Accuracy
13
FGVC Aircraft
15.1Adversarial Accuracy
12
FGVC-Aircraft
42.6Accuracy (ACC%)
12
FGVC Aircraft (base)
0.62MCE
12
FGVC-Aircraft
99.9Discovery Rate
11
FGVC Aircraft Novel
38.8Accuracy
11
FGVC-Aircraft (target)
24.74Accuracy
10
FGVC-Aircraft B50 Inc10 (test)
66.82Average Performance (A-bar)
10
FGVC-Aircraft
37.73Top-1 Accuracy
10
FGVC-Aircraft 10-shot
59.62Top-1 Accuracy
10
FGVC-Aircraft 5-shot
40.59Top-1 Accuracy
10
FGVC-Aircraft 1-shot
13.03Top-1 Accuracy
10
FGVC-Aircraft 33 (test)
85.76Top-1 Accuracy
10
FGVC Aircraft
42.96Accuracy (Base)
9
FGVC-Aircraft
3.93Robust Accuracy
8
FGVC Aircraft 4-shot
30.4Accuracy
8
FGVC-Aircraft
53.23Mf Score
8
FGVC Aircraft 50% labels
86.89Accuracy
8
FGVC Aircraft 30% labels
82.64Accuracy
8
FGVC Aircraft 15% labels
70.54Accuracy
8