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WDC

Benchmarks

Task NameDataset NameSOTA ResultTrend
Noisy HSI Super-resolutionWDC mall
PSNR36.67
24
HSI InpaintingWDC mall
PSNR38.32
24
HSI DenoisingWDC mall
PSNR43.77
24
DenoisingWDC dataset 256x256x191 Simulated (Case 3)
PSNR29
14
DenoisingWDC 256x256x191 Simulated (Case 2)
PSNR32.19
14
Hyperspectral UnmixingWDC
Spectral Angle (Grass)2.92
12
Entity ResolutionWDC-B small
Count (|C|)250,000
12
DenoisingWDC 256x256x191 Simulated (Case 5)
PSNR27.8692
10
DenoisingWDC (256x256x191) Simulated (Case 4)
PSNR27.0675
10
DenoisingWDC 256x256x191 Simulated (Case 1)
PSNR35.3021
10
Entity ResolutionWDC-Blarge
Entity Count (|C|)20,000,000
8
HSI DenoisingWDC Avg.
PSNR29.7
4
HSI DenoisingWDC Case 5
PSNR29.14
4
HSI DenoisingWDC Case 4
PSNR27.85
4
HSI DenoisingWDC Case 1
PSNR35.22
4
Hyperspectral UnmixingWDC
Grass IoU55.4
3
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