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Benchmarks

Dataset Name	SOTA Method	Metric
MS-COCO 1k (test)	CRCL	R@164.7	53	3mo ago
UniGenBench Long	MAPE	UniGen Score89.23	29	1d ago
UniGenBench Short		UniGen Score86.69	29	1d ago
CUHK-PEDES	VGSG	Rank-171.38	28	3mo ago
MS-COCO 5K prompts 2014 (val)	Wanda	FID27.49	23	3mo ago
PartiPrompts 42 (test)	SD 3 M + CaPO	VQAScore91.4	19	3mo ago
GenEval 11 (test)		Accuracy (Single Obj)100	19	3mo ago
MJHQ 30K (test)	FLUX-SwD	PS (Perceptual Score)21.9	18	3mo ago
COCO 30K (test)		PS23.1	18	3mo ago
GenAI-Bench 19 (test)	Individual Expert (Flow-GRPO)	VQAScore78.2	17	3mo ago
OCR 6 (test)	Individual Expert (Flow-GRPO)	OCR Score97.1	17	3mo ago
PickScore 15 (test)	Individual Expert (Flow-GRPO)	PickScore23.566	17	3mo ago
Pick-a-Pic	Z^2-Sampling	HPSv232.42	15	1mo ago
MS-COCO 5k image-text pairs	SMC-CFG	FID20.044	15	3mo ago
GenExam Math (Overall)	Draw2Think	Strict Accuracy68.2	14	13d ago
CC101 (test)	Class Diffusion + AdaptSP (rm)	CLIP-Tp22.15	12	23d ago
DrawBench	Z^2-Sampling	HPS v230.58	12	1mo ago
GenEval		Overall Score0.733	12	3mo ago
Blue-Fire 900 Images	FouRA	LPIPS Diversity52.2	12	3mo ago
Paintings 630 Images	FouRA	LPIPS Diversity45.7	12	3mo ago
UniGenBench++	DALLE-3	Short Summary Metric68.85	10	22d ago
DPG-Bench	Show-o2	DPG-Bench Score86.14	10	22d ago
Hornify	StelLA	FID167.53	10	2mo ago
Expedition	StelLA	FID146.12	10	2mo ago
ElementFire	StelLA	FID194.41	10	2mo ago

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