AID
Benchmarks
TaskDatasetSOTA resultTrendResults
AID (test)
95.27Overall Accuracy
223
AID-ML (test)
72.18mAP (macro)
105
AID TR=50%
98.6Accuracy
94
AID TR=20%
97.49Accuracy
93
AID
96.6Accuracy
83
AID
98.33Top-1 Acc
75
AID (test)
98.7Top-1 Accuracy
69
AID
88.95Accuracy
48
AID
97.76OA
28
AID
6.59FID
24
AID
96.4Precision
22
AID Random SPML noise (test)
89.01mAP
19
AID-Manual (test)
89.01mAP
19
aid362
71.69ROC-AUC
14
aid362
5.07PR-AUC
14
AID 5-shot
88.25Accuracy
13
AID 1-shot
73.38Accuracy
13
AID
83.8F1 Score
10
AID
96.17Accuracy
10
AID
74.7OA
7
AID
76.33Top-1 Accuracy
7
AID (test)
23.22PSNR
6
AID
13.36Training Time (h)
5
AID 8 sampled categories
2.625Average Score
5
AID
84.9AUPRC
4