LSUN

Benchmarks

Task Name	Dataset Name	SOTA Result
Black-box Attack	LSUN	ASR99.9	189
Unconditional Image Generation	LSUN Bedrooms unconditional	FID1.44	96
Image Generation	LSUN church	FID1.44	95
Image Generation	LSUN Church-Outdoor unconditional (test)	FID5.84	75
Image Generation	LSUN Bedroom 256x256 (test)	FID1.88	73
Image Generation	LSUN bedroom	FID1.52	56
Image Generation	LSUN Church 256x256 (test)	FID1.9	55
Denoising	LSUN Bed + Cat Average (val)	PSNR34.7	30
Semantic Editing	LSUN Church	CLIP-Score0.226	28
Out-of-Distribution Detection	LSUN	AUROC0.975	26
Image Generation	LSUN Bedroom latent (test)	FID4.48	25
Image Inpainting	LSUN Bedroom (test)	FID19.2	21
Image Generation	LSUN-Bedroom 50k samples (test)	FID3.05	21
Unconditional Image Generation	LSUN Bedroom 256x256	FID2.35	21
Image Generation	LSUN Churches 256x256	FID1.59	21
AI-generated image detection	LSUN Bedroom (test)	Accuracy100	20
Unconditional image generation	LSUN Church	Inception Score (IS)2.84	18
Unconditional image generation	LSUN Churches 256 x 256 (test)	FID3.52	18
Unconditional Image Generation	LSUN Church (test)	FID3.86	17
Out-of-Distribution Detection	LSUNr	FPR@954.49	16
Image Generation	LSUN Church 256x256 (train)	FID1.59	16
OOD Detection	LSUN	FPR9.69	14
Unconditional Image Generation	LSUN-Bedroom (test)	FID2.35	14
Unconditional Image Generation	LSUN Church 256x256	FID2.66	14
Image Generation	LSUN Bedroom	FID1.19	13

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