DOTA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DOTA
11.55FID
24
DOTA single-scale 1.0 (test)
90.21AP (PL)
24
DOTA 1.0 (train test)
79.8mAP 50
23
DOTA 1.0 (val)
78.49AP50
22
DoTA (target)
65.5Accuracy
20
DOTA v1.0 (test)
0.902AP (Plane)
20
DoTA
1.711MSE
19
DOTA v2 (val)
45.92Accuracy
19
DOTA 2.0 (test)
58.96mAP
19
DOTA 2.0
57.17mAP
19
DOTA v2.0 (test-dev)
79.49AP (Plane)
18
DOTA
99.4Head Macro F1
16
DOTA v2.0 (test)
50.9AP50
14
DOTA v1.0 (val)
71.73AP50
14
DOTA 1.0
72.43mAP50
14
DOTA v1.5
52.5mAP50
12
DOTA HBB v2.0 (val)
47.14mAP
11
DOTA
50.38AP
11
repurposed DOTA Level 1 Complexity (test)
12R@1
11
DOTA (test)
97.13Top-1 Accuracy (Head)
11
DOTA (val)
35.98Accuracy
10
DOTA 1.0 (val)
40.9mAP
10
DoTA (test)
0.991AUC
9
DOTA IN21K transfer
93.9Head Accuracy
9
DOTA v2.0 (val)
36.5AP
9