Sketchy
Benchmarks
TaskDatasetSOTA resultTrendResults
Sketchy (test)
38.62Top-1 Accuracy
22
Sketchy
71.52Accuracy @ Both
18
Sketchy In the Wild
1.16FID
17
Sketchy (test)
0.74FID
17
Sketchy
0.723mAP@200
17
Sketchy Ext
0.736mAP
17
Sketchy
82.7mAP@200
15
Sketchy
74.07mAP@200
11
Sketchy
30.6Acc@5
10
Sketchy (test)
27.6Acc@1
9
Sketchy
28.68Top-1 Acc
9
Sketchy extended (unseen)
57.5mAP@all
9
Sketchy extended (test)
90.5mAP
9
Sketchy Human Sketches (Human Evaluation)
87Precision
8
Sketchy Human Sketches (Human Evaluation)
0.676Preference Rate
7
Sketchy (test)
0.757mAP@200
6
Sketchy Generalized Zero-Shot Extended
65.6mAP
6
Sketchy cross-category 21 unseen classes (test)
32.71Top-1 Acc
6
Sketchy
0.69MOS
5
SKETCHY
68.22R@1
5
SKETCHY
69.86R@1
5
Sketchy
208.1FID
3