ImageNet-Sketch
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet-Sketch (test)
0.734Top-1 Acc
153
ImageNet-Sketch (val)
67.3Top-1 Acc
52
ImageNet-Sketch (test)
65.4Accuracy
19
ImageNet-Sketch 1.0 (test)
46.03Top-1 Acc
16
ImageNet-Sketch Batch Size 1 1.0 (test)
45.9Accuracy
13
ImageNet-Sketch Label Shifts 1.0 (test)
45.1Accuracy
13
ImageNet-Sketch Mild 1.0 (test)
43.7Accuracy (%)
13
ImageNet-Sketch (test)
0.28ECE
12
ImageNet-Sketch Original (test)
58.4Metric A
11
ImageNet-Sketch standard (test)
35.8Accuracy
6
ImageNet-Sketch 9 (test)
51.52Accuracy
6
ImageNet-Sketch v1 (test)
0.597Accuracy
5
ImageNet-Sketch (IN-S) (test)
37.1Top-1 Accuracy
5
ImageNet Sketch Queries
32.6Accuracy (per concept)
4
ImageNet-Sketch Low conf. set
24.42Top-1 Acc
4
ImageNet-Sketch Full set
53.17Top-1 Acc
4
ImageNet-Sketch 30
16.12Top-1 Accuracy
4
ImageNet-Sketch 1.0 (val)
39.54Accuracy (IN-SK)
3