Text-to-Image on UniGenBench Long
89.23UniGen ScoreMAPE
Evaluation Results
| Method | Links | |
|---|---|---|
| MAPET2I Model=Qwen-Image-2512, Base Enhancer=Qwen3-4B2026.05 | 89.23 | |
| No EnhancerT2I Model=Qwen-Image-25122026.05 | 88.69 | |
| No EnhancerT2I Model=FLUX.2-klein-9B2026.05 | 87.92 | |
| Gemini-3.1-Pro (MSP)T2I Model=Qwen-Image-25122026.05 | 87.58 | |
| Qwen3-1.7BT2I Model=Qwen-Image-25122026.05 | 87.19 | |
| Gemini-3.1-Pro (MSP)T2I Model=FLUX.2-klein-9B2026.05 | 87.04 | |
| MAPET2I Model=FLUX.2-klein-9B, Base Enhancer=Qwen3-4B2026.05 | 86.41 | |
| MAPET2I Model=Qwen-Image-2512, Base Enhancer=Qwen3-1.7B2026.05 | 86.24 | |
| MAPET2I Model=FLUX.2-klein-9B, Base Enhancer=Qwen3-1.7B2026.05 | 85.78 | |
| MAPET2I Model=FLUX.2-klein-4B, Base Enhancer=Qwen3-4B2026.05 | 85.39 | |
| Qwen3-1.7BT2I Model=FLUX.2-klein-9B2026.05 | 85.18 | |
| MAPET2I Model=Z-Image-turbo, Base Enhancer=Qwen3-4B2026.05 | 85.12 | |
| MAPE - RLT2I Model=Z-Image-turbo, Base Enhancer=Qwen3-4B2026.05 | 85.02 | |
| No EnhancerT2I Model=FLUX.2-klein-4B2026.05 | 84.64 | |
| MAPET2I Model=Z-Image-turbo, Base Enhancer=Qwen3-1.7B2026.05 | 84.05 | |
| Gemini-3.1-Pro (MSP)T2I Model=FLUX.2-klein-4B2026.05 | 83.92 | |
| MAPE - RLT2I Model=Z-Image-turbo, Base Enhancer=Qwen3-1.7B2026.05 | 83.21 | |
| Qwen3-4B (MSP)T2I Model=Z-Image-turbo2026.05 | 82.9 | |
| MAPET2I Model=FLUX.2-klein-4B, Base Enhancer=Qwen3-1.7B2026.05 | 82.75 | |
| Qwen3-1.7B (MSP)T2I Model=Z-Image-turbo2026.05 | 82.31 | |
| No EnhancerT2I Model=Z-Image-turbo2026.05 | 81.7 | |
| Gemini-3.1-ProT2I Model=Z-Image-turbo2026.05 | 81.7 | |
| Qwen3-1.7BT2I Model=FLUX.2-klein-4B2026.05 | 81.7 | |
| Qwen3-4BT2I Model=Z-Image-turbo2026.05 | 80.81 | |
| Qwen3-1.7BT2I Model=Z-Image-turbo2026.05 | 79.47 | |
| Gemini-3.1-Pro (MSP)T2I Model=Z-Image-turbo2026.05 | 76.74 | |
| Qwen3-4BT2I Model=Qwen-Image-25122026.05 | 72.33 | |
| Qwen3-4BT2I Model=FLUX.2-klein-9B2026.05 | 51.54 | |
| Qwen3-4BT2I Model=FLUX.2-klein-4B2026.05 | 50.37 |