NWPU
Benchmarks
TaskDatasetSOTA resultTrendResults
NWPU (test)
0.951OA
80
NWPU
93.25Accuracy
54
NWPU 20% training ratio 45 classes (test)
95.82Overall Accuracy
45
NWPU (test)
13.62R@1
44
NWPU (test)
22.84Recall@1 (R@1)
44
NWPU
96.92Top-1 Acc
38
NWPU RESISC45 (test)
96.74Top-1 Accuracy
28
NWPU 2024 (test)
76.04AP (bbox)
22
NWPU (test)
96.74Accuracy
22
NWPU
70.3AP
21
NWPU 10/90 split
94.56Accuracy
21
NWPU (test)
46.23MAE
15
NWPU 49
71.7MAE
13
NWPU
93.3mAP50
12
NWPU-10 (test)
91.7Recall @ IoU=0.5
10
NWPU
46.23MAE
9
NWPU (test)
29.39mAP (PL)
8
NWPU (val)
70.5MAE
8
NWPU 43
62.1Frame-level AUC
7
NWPU
84mIoU
6
NWPU-300 (test)
41.87BLEU-1
5
NWPU
13.17Training Time (h)
5
NWPU
61.5F1 Score
4
NWPU (test)
51.3F1 Score
4
NWPU
50.23IoU
4