Text-to-Image Generation on ConceptMix k = 5 1.0
35.6Full Mark ScoreCMO
Evaluation results
| Method | Links | |
|---|---|---|
| CMOModel Category=Non-Autoregressive Models2026.03 | 35.6 | |
| Qwen-ImageModel Category=Non-Autoregressive Models2026.03 | 33.53 | |
| FlowGRPOModel Category=Non-Autoregressive Models2026.03 | 17.27 | |
| PrefGRPOModel Category=Non-Autoregressive Models2026.03 | 16.03 | |
| StableDiffusion 3.5Model Category=Non-Autoregressive Models2026.03 | 14.87 | |
| FLUX.1-devModel Category=Non-Autoregressive Models2026.03 | 11.73 | |
| HermesFlowModel Category=Autoregressive Models2026.03 | 11.67 | |
| Show-oModel Category=Autoregressive Models2026.03 | 11 | |
| IterCompModel Category=Non-Autoregressive Models2026.03 | 4.17 | |
| JanusModel Category=Autoregressive Models2026.03 | 3.83 | |
| Playground V2.5Model Category=Non-Autoregressive Models2026.03 | 3.73 | |
| StableDiffusion XLModel Category=Non-Autoregressive Models2026.03 | 2.73 | |
| PixArt-αModel Category=Non-Autoregressive Models2026.03 | 2.07 | |
| StableDiffusion XL TurboModel Category=Non-Autoregressive Models2026.03 | 1.9 | |
| StableDiffusion v2Model Category=Non-Autoregressive Models2026.03 | 1.2 | |
| StableDiffusion v1.4Model Category=Non-Autoregressive Models2026.03 | 0.4 |