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Benchmarks

Dataset Name	SOTA Method	Metric
MS-COCO 1k (test)	CRCL	R@164.7	53	5mo ago
MMA-Diffusion (test)		ASR39.9	39	1mo ago
UniGenBench Long	MAPE	UniGen Score89.23	29	1mo ago
UniGenBench Short		UniGen Score86.69	29	1mo ago
CUHK-PEDES	VGSG	Rank-171.38	28	5mo ago
DPG-Bench	Qwen-Image	DPG-Bench Score88.32	27	1mo ago
MS-COCO 5K prompts 2014 (val)	Wanda	FID27.49	23	5mo ago
PartiPrompts 42 (test)	SD 3 M + CaPO	VQAScore91.4	19	5mo ago
GenEval 11 (test)		Accuracy (Single Obj)100	19	5mo ago
MJHQ 30K (test)	FLUX-SwD	PS (Perceptual Score)21.9	18	4mo ago
COCO 30K (test)		PS23.1	18	4mo ago
CVTG-2K	Z-Image	CVTG-2K Score86.71	17	1mo ago
GenAI-Bench 19 (test)	Individual Expert (Flow-GRPO)	VQAScore78.2	17	5mo ago
OCR 6 (test)	Individual Expert (Flow-GRPO)	OCR Score97.1	17	5mo ago
PickScore 15 (test)	Individual Expert (Flow-GRPO)	PickScore23.566	17	5mo ago
GenEval 29 (test)	Weight Merge	Sing. Acc100	16	29d ago
Pick-a-Pic	Z^2-Sampling	HPSv232.42	15	2mo ago
MS-COCO 5k image-text pairs	SMC-CFG	FID20.044	15	4mo ago
GenExam Math (Overall)	Draw2Think	Strict Accuracy68.2	14	2mo ago
CC101 (test)	Class Diffusion + AdaptSP (rm)	CLIP-Tp22.15	12	2mo ago
DrawBench	Z^2-Sampling	HPS v230.58	12	2mo ago
GenEval		Overall Score0.733	12	5mo ago
Blue-Fire 900 Images	FouRA	LPIPS Diversity52.2	12	5mo ago
Paintings 630 Images	FouRA	LPIPS Diversity45.7	12	5mo ago
UniGenBench++	DALLE-3	Short Summary Metric68.85	10	2mo ago

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