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LSUN

Benchmarks

Task NameDataset NameSOTA ResultTrend
Black-box AttackLSUN
ASR99.9
189
Image GenerationLSUN church
FID1.44
117
Image GenerationLSUN Bedroom
FID1.19
105
Unconditional Image GenerationLSUN Bedrooms unconditional
FID1.44
96
Image GenerationLSUN Bedroom 256x256 (test)
FID1.88
81
Image GenerationLSUN Church-Outdoor unconditional (test)
FID5.84
75
Unconditional Image GenerationLSUN Bedroom 256x256
FID2.35
68
Image GenerationLSUN Church 256x256 (test)
FID1.9
61
Image GenerationLSUN Bedroom v1 (test)
FID4.87
56
Image GenerationLSUN bedroom
FID1.52
56
Image GenerationLSUN Church v1 (test)
FID3.56
55
Unconditional generationLSUN Bedroom 256x256 (test)
FID3.45
42
Image CompressionLSUN (test)
FID5.8
36
DenoisingLSUN Bed + Cat Average (val)
PSNR34.7
30
Out-of-Distribution DetectionLSUN
AUROC0.975
30
Semantic EditingLSUN Church
CLIP-Score0.226
28
Unconditional image generationLSUN Churches 256 x 256
FID4.01
26
Subject-driven Image Generation (DreamBooth)LSUN-sheep 2015 (test)
FID297.63
25
Subject-driven Image Generation (DreamBooth)LSUN cat 2015 (test)
FID234.52
25
Image GenerationLSUN Bedroom latent (test)
FID4.48
25
Image GenerationLSUN Churches 256x256
FID1.59
23
Image GenerationLSUN Bedrooms 256x256
FID2.77
21
Image InpaintingLSUN Bedroom (test)
FID19.2
21
Image GenerationLSUN-Bedroom 50k samples (test)
FID3.05
21
AI-generated image detectionLSUN Bedroom (test)
Accuracy100
20
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