SOTA Image Completion benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Standard Images SR 30% (test)	RR-FBTC	PSNR27.52	48	1mo ago
Standard Images SR 20% (test)	RR-FBTC	PSNR26.83	48	1mo ago
Sentinel-2 T33TUL (test)	NO-CTR	PSNR38.1	28	1mo ago
Sentinel-2 T32TQR (test)	NO-CTR	PSNR36.971	28	1mo ago
Sentinel-2 T30UYV (test)	NO-CTR	PSNR37.077	28	1mo ago
Places2 (val)	co-modulated GANs	P-IDS33.3	15	1mo ago
FFHQ (val)	DeepFillv2 (official)	P-IDS0	15	1mo ago
Places2 (test)	co-mod-gan	User Preference Rate40.3	15	1mo ago
FFHQ (test)	co-mod-gan	User Preference Rate47.9	15	1mo ago
CelebA	NPwSA (Ours)	Context Likelihood (Avg)4.119	14	1mo ago
CelebA (test)	GRU	MSE0.027	12	1mo ago
Places2 40-50% mask ratio	TFill	PSNR21.22	7	1mo ago
Places2 30-40% mask ratio	TFill	PSNR22.89	7	1mo ago
Places2 20-30% mask ratio	TFill	PSNR25.1	7	1mo ago
ImageNet	ICT	PSNR24.757	6	1mo ago
User Study Real Image	SymmFCNet	Voting Percentage0.7952	5	1mo ago
User Study Irregular Mask	SymmFCNet	Voting Percentage94	5	1mo ago
User Study Regular Mask	SymmFCNet	Voting Percentage80.52	5	1mo ago
Places2 512x512 (val)	Co-modulated GAN	P-IDS1,330	4	1mo ago
FFHQ 512x512 (val)	Co-modulated GAN	P-IDS16.6	4	1mo ago
CelebA-HQ	TA-VQ	FID8.04	3	1mo ago
CelebA-HQ (test)	-	FID-	0	1mo ago

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