ImageNet-A
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet-A (B0 Inc20)
74.05Last Accuracy
29
ImageNet-A 1.0 (test)
63.01Top-1 Accuracy
22
ImageNet-A (target)
51.62Accuracy
14
ImageNet-A B0 Inc20 (test)
72.51Average Accuracy
13
ImageNet-A OOD
52.2Top-1 Accuracy
8
ImageNet-A standard (test)
0.282Accuracy
6
ImageNet-A 10 sessions, 20-way
70.31AT Accuracy
5
ImageNet-A v1 (test)
73.9Accuracy
5
ImageNet-A (novel classes)
68.6Accuracy
4
ImageNet-A base classes
68.61Accuracy
4
ImageNet-A 20% samples (test)
57.85A Accuracy
2
ImageNet-A 10% samples (test)
52.9Accuracy
2