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SotA/Medical/Image Generation/WISE

Image Generation on WISE

Metric: Space (higher is better)

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#Model↕Space▼Extra DataPaperDate↕Code
1MindOmni (w/ cot)0.76NoMindOmni: Unleashing Reasoning Generation in Vis...2025-05-19Code
2Bagel (w/ cot)0.75NoEmerging Properties in Unified Multimodal Pretra...2025-05-20Code
3UniWorld-V10.73NoUniWorld-V1: High-Resolution Semantic Encoders f...2025-06-03Code
4Bagel0.68NoEmerging Properties in Unified Multimodal Pretra...2025-05-20Code
5MetaQuery-XL0.62NoTransfer between Modalities with MetaQueries2025-04-08-
6MindOmni (w/o cot)0.62NoMindOmni: Unleashing Reasoning Generation in Vis...2025-05-19Code
7stable-diffusion-3.5-large0.58NoScaling Rectified Flow Transformers for High-Res...2024-03-05Code
8Playground-v2.5-1024px-aesthetic0.55NoPlayground v2.5: Three Insights towards Enhancin...2024-02-27-
9Janus-pro0.49NoJanus-Pro: Unified Multimodal Understanding and ...2025-01-29Code
10PixArt-XL-2-1024-MS0.48NoPixArt-$α$: Fast Training of Diffusion Transform...2023-09-30Code
11Emu3-gen0.48NoEmu3: Next-Token Prediction is All You Need2024-09-27Code
12Show-o0.48NoShow-o: One Single Transformer to Unify Multimod...2024-08-22Code
13stable-diffusion-xl-base-0.90.47NoSDXL: Improving Latent Diffusion Models for High...2023-07-04Code
14Janus0.35NoJanus: Decoupling Visual Encoding for Unified Mu...2024-10-17Code