Houston
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Houston
0.995Benign Accuracy
30
Houston (test)
75.8Accuracy
28
Houston (test)
0.136MAE
28
Houston (test)
0.412F1 Score
28
Houston (test)
76.1F1 Score
28
Houston 2013 (test)
99.37Overall Accuracy (OA)
28
Houston
37.12PSNR
26
Houston
31.83PSNR
24
Houston
32.42PSNR
24
Houston
38.5PSNR
24
Houston 10% 2013 (train)
99.56Accuracy (Class 1)
23
Houston (test)
83.37Accuracy (Healthy Grass)
19
Houston 1.0 (test)
82.53Overall Accuracy (OA)
14
Houston DFC 2013 (official)
86.24Overall Accuracy (OA)
12
Houston 10% training samples 2018 (test)
97.72OA
9
Houston 2013
0.17Parameters (M)
8
Houston Dataset
99.12Accuracy (Reeds)
8
Houston cross-scene (Houston13 to Houston18)
78.6Overall Accuracy (OA)
8
Houston
0.006SAD (Grass)
8
Houston 2013
89.77OA
7
Houston x8 (test)
30.34PSNR
6
Houston x6 (test)
31.72PSNR
6
Houston x4 (test)
32.79PSNR
6
Houston x2 (test)
36.28PSNR
6
Houston (test)
92.62OA
5