Text-to-image generation on DPG (test)
91.97Entity FidelityLumina-Image 2.0
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Lumina-Image 2.0Generation Paradigm=VAE-based Generation (Diffusion)2025.12 | 91.97 | — | 90.2 | 94.85 | — | 87.2 | |
| SD3 MediumGeneration Paradigm=VAE-based Generation (Diffusion)2025.12 | 91.01 | 87.9 | 88.83 | 80.7 | 88.68 | 84.08 | |
| SVG-T2IGeneration Paradigm=Representation Generation (Diffusion)2025.12 | 91 | 88.5 | 91.86 | 92.21 | 91.86 | 85.78 | |
| HiDream-I1-FullGeneration Paradigm=VAE-based Generation (Diffusion)2025.12 | 90.22 | 76.44 | 89.48 | 93.74 | 91.83 | 85.89 | |
| FLUX.1 [Dev]Generation Paradigm=VAE-based Generation (Diffusion)2025.12 | 90 | 74.35 | 88.96 | 90.87 | 88.33 | 83.84 | |
| DALL-E 3Generation Paradigm=VAE-based Generation (Diffusion)2025.12 | 89.61 | 90.97 | 88.39 | 90.58 | 89.83 | 83.5 | |
| Janus-Pro-7BGeneration Paradigm=Discrete Generation (Autoregressive)2025.12 | 88.9 | 86.9 | 89.4 | 89.32 | 89.48 | 84.19 | |
| Lumina-NextGeneration Paradigm=VAE-based Generation (Diffusion)2025.12 | 88.65 | 82.82 | 86.44 | 80.53 | 81.82 | 74.63 | |
| Janus-Pro-1BGeneration Paradigm=Discrete Generation (Autoregressive)2025.12 | 88.63 | 87.58 | 88.17 | 88.98 | 88.3 | 82.63 | |
| JanusGeneration Paradigm=Discrete Generation (Autoregressive)2025.12 | 87.38 | 82.33 | 87.7 | 85.46 | 86.41 | 79.68 | |
| Emu3-GenGeneration Paradigm=Discrete Generation (Autoregressive)2025.12 | 86.68 | 85.21 | 86.84 | 90.22 | 83.15 | 80.6 | |
| PixArt-ΣGeneration Paradigm=VAE-based Generation (Diffusion)2025.12 | 82.89 | 86.89 | 88.94 | 86.59 | 87.68 | 80.54 | |
| SDXLGeneration Paradigm=VAE-based Generation (Diffusion)2025.12 | 82.43 | 83.27 | 80.91 | 86.76 | 80.41 | 74.65 | |
| Hunyuan-DiTGeneration Paradigm=VAE-based Generation (Diffusion)2025.12 | 80.59 | 84.59 | 88.01 | 74.36 | 86.41 | 78.87 | |
| PixArt-αGeneration Paradigm=VAE-based Generation (Diffusion)2025.12 | 79.32 | 74.97 | 78.6 | 82.57 | 76.96 | 71.11 | |
| SD1.5Generation Paradigm=VAE-based Generation (Diffusion)2025.12 | 74.23 | 74.63 | 75.39 | 73.49 | 67.81 | 63.18 |