Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

Houston

Benchmarks

Task NameDataset NameSOTA ResultTrend
Hyperspectral Image ClassificationHouston
Benign Accuracy0.9953
30
Price LevelHouston (test)
Accuracy75.8
28
BusynessHouston (test)
MAE0.136
28
Visit IntentHouston (test)
F1 Score0.412
28
Open HoursHouston (test)
F1 Score76.1
28
Hyperspectral Image ClassificationHouston 2013 (test)
Overall Accuracy (OA)99.37
28
HSI Super-ResolutionHouston
PSNR37.12
26
Noisy HSI Super-resolutionHouston
PSNR31.83
24
HSI InpaintingHouston
PSNR32.42
24
HSI DenoisingHouston
PSNR38.5
24
Hyperspectral Image ClassificationHouston 10% 2013 (train)
Accuracy (Class 1)99.56
23
Hyperspectral Image ClassificationHouston (test)
Accuracy (Healthy Grass)83.37
19
Hyperspectral Image ClassificationHouston 1.0 (test)
Overall Accuracy (OA)82.53
14
Hyperspectral Image ClassificationHouston 10% training samples 2018 (test)
OA97.72
9
Image ClassificationHouston 2013
Parameters (M)0.17
8
Hyperspectral Image ClassificationHouston Dataset
Accuracy (Reeds)99.12
8
Hyperspectral Image ClassificationHouston cross-scene (Houston13 to Houston18)
Overall Accuracy (OA)78.6
8
Hyperspectral UnmixingHouston
SAD (Grass)0.006
8
Image ClassificationHouston 2013
OA89.77
7
HSI Super-ResolutionHouston x8 (test)
PSNR30.34
6
HSI Super-ResolutionHouston x6 (test)
PSNR31.72
6
HSI Super-ResolutionHouston x4 (test)
PSNR32.79
6
HSI Super-ResolutionHouston x2 (test)
PSNR36.28
6
High-Spectral Image ClassificationHouston (test)
OA92.62
5
Hyperspectral Image FusionHouston 48 bands (test)
PSNR38.71
4
Showing 25 of 27 rows