Text-to-Image Alignment

Benchmarks

Dataset Name	SOTA Method	Metric
DPG		Overall88.32	39	3d ago
Pick-a-Pic v2	SDXL + Diffusion-DPO + PromptLoop	Image Reward1.2898	27	23d ago
MS COCO	AC	CLIP Score31.58	20	18d ago
RareBench v1 (test)	AAPB	Property Alignment96.9	11	29d ago
RareBench	ADAPT	Property (Single Object)96.3	11	29d ago
ImageReward (test)	BranchGRPO + AEGPO	Image Reward1.624	10	1mo ago
Pick-a-Pic (test)	DiffusionNFT + AEGPO	Pick Score2,388	10	1mo ago
HPD v2.1 (test)	BranchGRPO + AEGPO	HPS-v2.10.374	10	1mo ago
prompt dataset (test)	PromptLoop	GenEval55.05	9	23d ago
T2I-Compbench	DDSPO	T2I-Compbench Alignment0.5064	9	1mo ago
Multi-reward evaluation scenario	RSA-FT + DRTune	HPSV2.134.98	8	25d ago
Pick-a-Pic V1 (test)	Training-free alignment for flow matching	PickScore23.14	8	1mo ago
PickScore	VGG-Flow	Reward23.21	6	1mo ago
HPS v2	ReFL	Reward3.87	6	1mo ago
Aesthetic Score	ReFL	Reward10	6	1mo ago
DPG-Bench (test)	CoMat-SDXL	DPG77.13	6	1mo ago
TIFA (test)	CoMat-SDXL	TIFA87.5	6	1mo ago
Decomposable-Captions-4k	Evaluate-and-Refine (PW + CA)	Human Preference Score90.25	6	1mo ago
PickScore prompts on FLUX.1	Sol-RL	ImageReward Score1.7636	5	9d ago
DrawBench (test)	VA-π	CLIP Score0.291	3	1mo ago

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