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BSDS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Boundary DetectionBSDS 500 (test)
ODS84.8
185
Image Super-ResolutionBSDS100
PSNR32.69
151
Super-ResolutionBSDS100 (test)
PSNR33.36
101
Classic Image Super-ResolutionBSDS100 (test)
PSNR32.71
78
Image Compressed SensingBSDS100 (test)
PSNR38.07
78
Super-ResolutionBSDS100 2x
PSNR32.44
50
Super-ResolutionBSDS100 4x
PSNR27.82
40
Boundary DetectionBSDS500
ODS F-score0.859
37
Edge DetectionBSDS v1 (test)
ODS85.4
32
Super-ResolutionBSDS100
PSNR31.9
31
Density EstimationBSDS300 (test)
NLL (nats)-157.73
25
Edge DetectionBSDS500 (test)
ODS86.3
20
Edge DetectionBSDS (test)
SEval ODS85.4
18
Density EstimationBSDS300
NLL52.38
16
Image DenoisingBSDS 500 (test)
PSNR25.4821
16
Edge DetectionBSDS 500 (test)
ODS87.3
16
Density EstimationBSDS300 d=63 (test)
NLL-161.16
16
Image DenoisingBSDS (test)
PSNR25.54
15
Image ReconstructionBSDS500 (test)
PSNR (dB)45.49
11
Image SegmentationBSDS500 (test)
SC23.05
11
Super-ResolutionBSDS100
PSNR29.54
10
Image DenoisingBSDS500 (test)
SSIM88.71
10
Hybrid-degradation restoration (LR4 & JPEG30)BSDS100
PSNR25.08
10
Hybrid-degradation restoration (LR4 & Noise30)BSDS100
PSNR25.02
10
Image RestorationBSDS100
PSNR23.71
9
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