DOTA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DOTA v2.0 (test)
60.72AP50
8
DOTA (test)
23.16Mean MAE
8
DOTA v2 (val)
0.535mIoU
8
DOTA
52mAP
8
DOTA (test)
90.18PL (Precision)
8
DOTA
28.52Recall@Ratio (1%)
7
DOTA v1.5 (test)
78.08mAP
7
DoTA
83.69en2zh
6
DOTA Task 1
50.9mAP^C
6
DOTA 1.5
50.76mAP
6
DOTA
32.6RE (IoU=0.4)
6
DOTA (test)
25.48PSNR
6
DoTA 13
96.66AP
6
DoTA (test)
62.6AUC
6
DOTA 20-50 sparse-partial ratio 1.0 (test)
63mAP
6
DOTA long-tailed
79.4mAP (Head)
6
DOTA Fully Labeled v1.5
67.7mAP
6
DOTA 1.5 (30% labeled)
59.23mAP
6
DOTA 20% labeled 1.5
55.58mAP
6
DOTA 1.5 (10% labeled)
48.63mAP
6
DOTA v1 (test)
56.7mAP (50-95, e2e)
5
DOTA v2.0 (val)
31.03mAP (10%)
5
DOTA (10% labeled)
25.17AP
5
DOTA (5% labeled)
19.96AP
5
DOTA (1% labeled)
10.32AP
5