Conditional Image Generation

Benchmarks

Dataset Name	SOTA Method	Metric
ImageNet-1K 256x256 (val)	AliTok-XL	gFID1.28	86	3d ago
CIFAR-10	CAF + GAN	FID1.39	71	2d ago
CIFAR10 (test)	GDD-I	Fréchet Inception Distance1.44	66	3d ago
ImageNet 256px 2012 (val)	SiT-XL/2+REPA-E	FID1.12	50	3d ago
ImageNet 64x64 (val)	EDM2-S + Autoguidance	FID1.01	48	3d ago
ImageNet 512x512 (val)	MAR-L	gFID1.73	30	3d ago
CIFAR-10 class-conditional	DDO	FID1.3	29	3d ago
ImageNet 256x256 (train/val)	LDM-4	Tok. rFID0.27	24	3d ago
ImageNet 256x256 1.0 (train val)	SiT-XL/2 + REPA	FID1.42	23	3d ago
ImageNet 256x256	ReDi (VAE)	FID4.98	22	3d ago
ImageNet 256x256 CFG=1.5 1K (val)		IS241.18	18	3d ago
ImageNet 256	SiT-XL/2 + MG	FID1.34	14	3d ago
CIFAR-10 32x32 (test)	CAF + GAN	FID1.39	14	3d ago
ImageNet 1K 256x256 CFG=4.0 (val)		Inception Score (IS)478.35	13	3d ago
Steering Angle 128x128 (test)	iCCDM	SFID0.742	10	3d ago
UTKFace 128x128 (test)	SD 3 Medium	SFID1.582	10	3d ago
Steering Angle 64x64 (test)	iCCDM	SFID0.501	10	3d ago
UTKFace 64x64 (test)	iCCDM	SFID0.353	10	3d ago
RC-49 64x64 (test)	SD 3 Medium	SFID1.215	10	3d ago
ImageNet 256x256 2012 400K iterations	DiC-XL	FID3.89	9	3d ago
COCO (val)		CLIP-T0.608	9	3d ago
Oxford-Flowers	SPHERE-L	gFID10.63	8	3d ago
ImageNet 64x64	Heun	FID1.4	8	3d ago
Fine-grained Birds	NA-RFM	Accuracy14.1	8	2d ago
CelebA-HQ Gender+Hair	NA-RFM	Accuracy83.3	7	2d ago

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