SOTA Image Completion benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Standard Images SR 30% (test)	RR-FBTC	PSNR27.52	48	3mo ago
Standard Images SR 20% (test)	RR-FBTC	PSNR26.83	48	3mo ago
Sentinel-2 T33TUL (test)	NO-CTR	PSNR38.1	28	3mo ago
Sentinel-2 T32TQR (test)	NO-CTR	PSNR36.971	28	3mo ago
Sentinel-2 T30UYV (test)	NO-CTR	PSNR37.077	28	3mo ago
Places2 (val)	co-modulated GANs	P-IDS33.3	15	3mo ago
FFHQ (val)	DeepFillv2 (official)	P-IDS0	15	3mo ago
Places2 (test)	co-mod-gan	User Preference Rate40.3	15	3mo ago
FFHQ (test)	co-mod-gan	User Preference Rate47.9	15	3mo ago
CelebA	NPwSA (Ours)	Context Likelihood (Avg)4.119	14	3mo ago
CelebA (test)	GRU	MSE0.027	12	3mo ago
Kodak 60% missing rate (deterministic sampling)	ICNNM	PSNR (dB)27.918	10	1mo ago
SVHN (test)	SFConvCNP	Log-Likelihood2.93	8	1d ago
CIFAR-10 (test)	SFConvCNP	Log-Likelihood1.74	8	1d ago
AlbumFill	UniReal	CLIP94.7	7	29d ago
Places2 40-50% mask ratio	TFill	PSNR21.22	7	3mo ago
Places2 30-40% mask ratio	TFill	PSNR22.89	7	3mo ago
Places2 20-30% mask ratio	TFill	PSNR25.1	7	3mo ago
DTD	STNP	Log-likelihood1.51	6	22d ago
ImageNet	ICT	PSNR24.757	6	3mo ago
User Study Real Image	SymmFCNet	Voting Percentage0.7952	5	3mo ago
User Study Irregular Mask	SymmFCNet	Voting Percentage94	5	3mo ago
User Study Regular Mask	SymmFCNet	Voting Percentage80.52	5	3mo ago
Places2 512x512 (val)	Co-modulated GAN	P-IDS1,330	4	3mo ago
FFHQ 512x512 (val)	Co-modulated GAN	P-IDS16.6	4	3mo ago

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