LEVIR-CD
Benchmarks
TaskDatasetSOTA resultTrendResults
LEVIR-CD (test)
92.62F1 Score
503
LEVIR-CD
94.62F1 Score
308
LEVIR+-CD (test)
89.17F1 Score
62
LEVIR-CD+ (test)
91.39F1 Score
29
LEVIR-CD+
87.57Recall
28
LEVIR-CD trained on WHU-CD (test)
12.3IoU
20
LEVIR-CD 34
93.75Precision
19
LEVIR-CD standard (test)
91.76F1 Score
16
LEVIR-CD
76.3F1
14
LEVIR-CD
78.72F1 Score
12
LEVIR-CD 1.0 (test)
92.8Precision
12
LEVIR-CD+
93.8Precision
11
LEVIR-CD 40% labeled (2848) 129
84.3IoU Coefficient
11
LEVIR-CD 20% labeled (1424) 129
84.3IoU (Class)
11
LEVIR-CD 10% labeled 129
83.8IoU (Class)
11
LEVIR-CD 5% labeled (356) 129
83.3IoU (Class)
11
LEVIR-CD all (test)
65.71IoU (xView2 pre-disaster)
10
LEVIR-CD
60.21IoU
9
LEVIR-CD 10 (test)
94.02Precision
9
LEVIR-CD 5% train (test)
79.3mIoU
6
LEVIR-CD 100% train (test)
83.7IoU (%)
6
LEVIR-CDall
45.8IoU
4
LEVIR-CD (train)
—Primary metric
0
LEVIR-CD 5% (test)
—IoU
0