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iHarmony4

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image HarmonizationiHarmony4 HFlickr
MSE40.7
58
Image HarmonizationiHarmony4 (all)
MSE19.9
53
Image HarmonizationiHarmony4 Hday2night
MSE31.97
51
Image HarmonizationiHarmony4 HAdobe5k
MSE13.58
43
Image HarmonizationiHarmony4 HCOCO
MSE10.1
38
Image HarmonizationiHarmony4 HCOCO
MSE23.22
20
Image HarmonizationiHarmony4 0%-100% foreground ratio
MSE35.58
12
Image HarmonizationiHarmony4 5%-15% foreground ratio
MSE25.37
12
Image HarmonizationiHarmony4 0%-5% foreground ratio
MSE6.8
12
Image HarmonizationiHarmony4 all 1.0 (test)
PSNR39.8
11
Image HarmonizationiHarmony4 HD2N 1.0 (test)
PSNR38.1
11
Image HarmonizationiHarmony4 HFlickr 1.0 (test)
PSNR35.3
11
Image HarmonizationiHarmony4 HCOCO 1.0 (test)
PSNR41
11
Image HarmonizationiHarmony4 All 256x256 LR (test)
MSE22.15
10
Image HarmonizationiHarmony4 HFlickr 256x256 LR (test)
PSNR33.88
10
Image HarmonizationiHarmony4 HCOCO 256x256 LR (test)
PSNR39.63
10
Image HarmonizationiHarmony4 HAdobe5K 256x256 LR (test)
PSNR38.31
10
Image HarmonizationiHarmony4 v1 (test)
PSNR (HCOCO)37.08
9
Image HarmonizationiHarmony4 All sub-datasets (test)
MSE23.75
9
Image HarmonizationiHarmony4 original resolution (test)
MSE (All)24.62
8
Image HarmonizationiHarmony4 All High Resolution (test)
MSE27.62
7
Image HarmonizationiHarmony4 Hday2night High Resolution (test)
MSE37.28
7
Image HarmonizationiHarmony4 HCOCO High Resolution (test)
MSE20.93
7
Local HarmonizationiHarmony4 (test)
PSNR39.17
3
Image HarmonizationiHarmony4 Hflickr Original resolution (test)
MSE64.62
3
Showing 25 of 29 rows