SOTA Compositional Image Generation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
GenEval	Seedream 3.0	Overall Score0.99	44	1mo ago
ComplexCompo 300	Ours-LoRA	CLIP-I0.7999	20	1mo ago
Positional CLEVR 1 Component	Composed Parallel Token Prediction	Error (%)0.7	14	11d ago
Relational CLEVR 1 Component	Composed Parallel Token Prediction	Error Rate (%)21.84	14	11d ago
FFHQ 1 Component	Composed Parallel Token Prediction	Error Rate (%)0.22	14	11d ago
COCO-MIG Avg	MIGC	Instance Attribute Success Ratio60.41	14	1mo ago
COCO-MIG L6	MIGC	Instance Attribute Success Ratio0.5913	14	1mo ago
COCO-MIG L5	MIGC	Instance Attribute Success Ratio57.25	14	1mo ago
COCO-MIG L4	MIGC	Instance Attribute Success Ratio61.27	14	1mo ago
COCO-MIG L3	MIGC	Instance Attribute Success Ratio63.1	14	1mo ago
COCO-MIG L2	InstanceDiffusion	Instance Attr Success Ratio68.24	14	1mo ago
Positional CLEVR 3 Components	Composed Parallel Token Prediction	Error Rate (%)4.96	12	11d ago
Positional CLEVR 2 Components	Composed Parallel Token Prediction	Error Rate (%)1.82	12	11d ago
Relational CLEVR 3 Components	Composed Parallel Token Prediction	Error Rate (%)85.7	12	11d ago
Relational CLEVR 2 Components	Composed Parallel Token Prediction	Error Rate56.94	12	11d ago
FFHQ (3 Components)	Composed Parallel Token Prediction	Error (%)0.82	12	11d ago
FFHQ 2 Components	Composed Parallel Token Prediction	Error Rate (%)0.62	12	11d ago
DrawBench	CRD	Aesthetics Score5.44	9	1mo ago
DreamEditBench 220	Ours-LoRA	CLIP-I0.8125	6	1mo ago
EvalGen	OP-GRPO	EvalGen Score0.96	5	11d ago
DrawBench and Task-specific (test)	DenseGRPO	GenEval0.97	4	1mo ago
FFHQ (test)	LSD	FID27.83	3	1mo ago
MOVi-E (test)	LSD	FID64.76	3	1mo ago
MOVi-C (test)	LSD	FID69.12	3	1mo ago
CLEVRTex (test)	LSD	FID29.53	3	1mo ago

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