Compositional text-to-image generation on GenEval official (test)
100Single Object AccuracyFlow-GRPO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Flow-GRPO2026.05 | 100 | 99 | 95 | 93 | 98 | 82 | 94 | |
| CGPO2026.05 | 100 | 99 | 96 | 94 | 99 | 89 | 96 | |
| Janus-ProParameters=7B2026.05 | 99 | 89 | 59 | 90 | 79 | 66 | 80 | |
| GPT-4o2026.05 | 99 | 92 | 85 | 92 | 75 | 61 | 84 | |
| SANA-1.5Parameters=4.8B2026.05 | 99 | 93 | 86 | 84 | 59 | 65 | 81 | |
| CNSModel=FLUX.1-dev, Sampler=CNS2026.05 | 98.8 | 79.4 | 71.4 | 80.3 | 16.4 | 42 | 64.7 | |
| ODEModel=FLUX.1-dev, Sampler=ODE2026.05 | 98.8 | 78.4 | 69.9 | 82.6 | 15.2 | 41.3 | 64.3 | |
| SDEModel=FLUX.1-dev, Sampler=SDE2026.05 | 98.4 | 78.9 | 68.5 | 76.8 | 15.4 | 43.3 | 63.5 | |
| SDXL2026.05 | 98 | 74 | 39 | 85 | 15 | 23 | 55 | |
| FLUX.1Variant=Dev2026.05 | 98 | 81 | 74 | 79 | 22 | 45 | 66 | |
| SD3.5Scale=Large2026.05 | 98 | 89 | 73 | 83 | 34 | 47 | 71 | |
| SD3.5Scale=Medium2026.05 | 98 | 78 | 50 | 81 | 24 | 52 | 63 | |
| DALLE-32026.05 | 96 | 87 | 47 | 83 | 43 | 45 | 67 |