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Places2

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image InpaintingPlaces2 irregular mask (val)
PSNR29.45
48
Image InpaintingPlaces2 (evaluation)
L1 Error0.55
42
InpaintingPlaces2 Wide Mask 512x512 (test)
FID1.65
30
InpaintingPlaces2 Medium Mask 512 x 512
FID1.26
15
InpaintingPlaces2 Narrow Mask 512 x 512
FID0.56
15
InpaintingPlaces2 512x512 Narrow Mask (test)
FID0.56
15
Image CompletionPlaces2 (test)
User Preference Rate40.3
15
Image InpaintingPlaces2 256x256 (val)
FID7.5036
10
Image InpaintingPlaces2 narrow mask 256x256 (test)
FID1.3084
10
Image InpaintingPlaces2 512x512 (val)
FID7.0277
10
Image InpaintingPlaces2 (val)
L1 Error8.6
10
Image InpaintingPlaces2 (0.5, 0.6] (test)
PSNR19.44
9
Image InpaintingPlaces2 (0.4, 0.5] (test)
PSNR21.92
9
Image InpaintingPlaces2 (0.2, 0.3] (test)
PSNR26.29
9
Fisheye Image RectificationPlaces2 synthetic (200 <= N <= 400 corners, 40%) (test)
PSNR24.99
8
Fisheye Image RectificationPlaces2 synthetic (N < 200 corners, 30%) (test)
PSNR25.06
8
Image CompletionPlaces2 30-40% mask ratio
PSNR22.89
7
Image InpaintingPlaces2 100 images (test)
LPIPS0.1188
5
Diverse Image InpaintingPlaces2
LPIPS (Full Image)0.0432
4
UncroppingPlaces2 top-50 categories
FID22.9
3
Image InpaintingPlaces2 butte (val)
L1 Loss0.0237
3
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