NUS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NUS-8 (three-fold cross val)
1.57Mean Angular Error (MAE)
31
NUS Samsung NX2000
49.57PSNR
29
NUS dataset
0.21BPP
28
NUS
23.95F1@5
28
NUS
66.8Accuracy
26
NUS-8 (test)
2.07Mean Error
21
NUS
18.11NMI
12
NUS Samsung NX2000 (test)
5.83Bits Per Pixel (bpp)
8
NUS Panasonic GX1 (test)
5.99Bits Per Pixel (bpp)
8
NUS Olympus EPL6 (test)
5.11Bits Per Pixel (bpp)
8
NUS Canon 600D (test)
7.47bpp
8
NUS Canon 1Ds MkIII (test)
6.79Bits Per Pixel (bpp)
8
NUS Samsung NX2000 1.0
0.92Mean Angular Error
8
NUS Panasonic Lumix DMC-GX1 1.0
1.16Mean Angular Error
8
NUS Olympus E-PL6 1.0
1.16Mean Angular Error
8
NUS Nikon D5200 1.0
1Mean Angular Error
8
NUS Zooming
100Cropping Quality
8
NUS Running
100Cropping
8
NUS (Regular)
100Cropping Quality
8
NUS (Rotation)
99.9Cropping Quality
8
NUS Parallax
100Cropping
8
NUS (Crowd)
100Cropping Score
8
NUS Average of All Categories
100Cropping
8
NUS
0.355F1@3
8
NUS
0.042F1@5
6