OpenCodePapers

image-generation-on-wise

Image Generation

Results over time

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Leaderboard

Paper	Code	Overall	Cultural	Time	Space	Biology	Physics	Chemistry	ModelName	ReleaseDate
MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO	✓ Link	0.71	0.75	0.70	0.76	0.76	0.72	0.52	MindOmni (w/ cot)	2025-05-19
Emerging Properties in Unified Multimodal Pretraining	✓ Link	0.70	0.76	0.69	0.75	0.65	0.75	0.58	Bagel (w/ cot)	2025-05-20
[]()		0.55	0.56	0.55	0.62	0.49	0.63	0.41	MetaQuery-XL
UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation	✓ Link	0.55	0.53	0.55	0.73	0.45	0.59	0.41	UniWorld-V1	2025-06-03
Emerging Properties in Unified Multimodal Pretraining	✓ Link	0.52	0.44	0.55	0.68	0.44	0.60	0.39	Bagel	2025-05-20
Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation		0.49	0.49	0.58	0.55	0.43	0.48	0.33	Playground-v2.5-1024px-aesthetic	2024-02-27
PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis	✓ Link	0.47	0.45	0.50	0.48	0.49	0.56	0.34	PixArt-XL-2-1024-MS	2023-09-30
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis	✓ Link	0.46	0.44	0.50	0.58	0.44	0.52	0.31	stable-diffusion-3.5-large	2024-03-05
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis	✓ Link	0.43	0.43	0.48	0.47	0.44	0.45	0.27	stable-diffusion-xl-base-0.9	2023-07-04
MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO	✓ Link	0.43	0.40	0.38	0.62	0.36	0.52	0.32	MindOmni (w/o cot)	2025-05-19
Emu3: Next-Token Prediction is All You Need	✓ Link	0.39	0.34	0.45	0.48	0.41	0.45	0.27	Emu3-gen	2024-09-27
Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling	✓ Link	0.35	0.30	0.37	0.49	0.36	0.42	0.26	Janus-pro	2025-01-29
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation	✓ Link	0.35	0.28	0.40	0.48	0.30	0.46	0.30	Show-o	2024-08-22
Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling	✓ Link	0.23	0.16	0.26	0.35	0.28	0.30	0.14	Janus	2025-01-29