ImageNet-S
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet-S (test)
59.07Top-1 Acc
50
ImageNet-S50 (test)
95.3Pointing Game
34
ImageNet-S (val)
6.029Selection Score
28
ImageNet-S (val)
0.651Attribution Localization
19
ImageNet-S (val)
0.709AL
17
ImageNet-S n=879/914 (val)
61.39RMA
16
ImageNet-S Sketch 1.0 (val)
55Top-1 Acc
13
ImageNet-S50 with background class (val)
55.1mIoU
10
ImageNet-S target
49.15Top-1 Acc
10
ImageNet-S50 (val)
42.5mIoU
10
ImageNet-S (val)
88.99PG
9
ImageNet-S 1.0 (val)
48.3Top-1 Accuracy
7
ImageNet-S 50
49.1mIoU
6
ImageNet-S novel classes Sketch
53.36Accuracy
4
ImageNet-S base classes
53.35Accuracy
4
ImageNet-S (test)
11mIoU
2
ImageNet-S novel classes
—Accuracy
0
ImageNet-S (test)
—Selectivity
0
ImageNet-S v1.0 (test)
—Attr. Loc.
0