Text-to-Image Generation on UniGenBench++ (Granular Evaluation)
93.3StyleOneCAT-3B
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OneCAT-3BModel Type=Unified2026.05 | 93.3 | 82.28 | 63.46 | 58.56 | 68.15 | 33.41 | 60.83 | 56.96 | 64.74 | 1.15 | 58.28 | |
| BLIP3-o-8BModel Type=Unified2026.05 | 92.8 | 80.22 | 63.89 | 63.97 | 66.5 | 39.55 | 68.58 | 53.74 | 68.47 | 1.15 | 59.87 | |
| BAGEL + UNOModel Type=Unified2026.05 | 92.3 | 84.18 | 72.86 | 67.49 | 75.25 | 33.26 | 68.98 | 64.82 | 80.78 | 10.34 | 65.03 | |
| OmniGen2Model Type=Gen. Only2026.05 | 91.9 | 86.39 | 72.12 | 62.83 | 68.27 | 32.5 | 59.89 | 56.31 | 71.64 | 29.02 | 63.09 | |
| Wan2.2-t2i-plusModel Type=Gen. Only2026.05 | 91.1 | 87.34 | 70.19 | 68 | 73.03 | 42.05 | 66.53 | 61.37 | 74.77 | 13.83 | 64.82 | |
| UniWorld-V1Model Type=Unified2026.05 | 91.1 | 82.91 | 70.62 | 67.21 | 67.13 | 38.41 | 63.77 | 54.51 | 69.03 | 26.44 | 63.11 | |
| InfinityModel Type=Gen. Only2026.05 | 90.8 | 87.97 | 68.06 | 60.17 | 69.16 | 31.36 | 60.16 | 51.42 | 66.6 | 12.36 | 59.81 | |
| Janus-Pro-7BModel Type=Unified2026.05 | 90.8 | 86.71 | 67.74 | 64.26 | 68.4 | 37.05 | 64.44 | 62.11 | 72.01 | 2.59 | 61.61 | |
| BAGELModel Type=Unified2026.05 | 90.2 | 85.6 | 67.74 | 61.98 | 70.69 | 30.23 | 66.44 | 58.12 | 76.49 | 7.76 | 61.53 | |
| JanusModel Type=Unified2026.05 | 89.9 | 73.58 | 54.81 | 50.38 | 55.08 | 26.82 | 59.09 | 46.65 | 54.85 | 1.15 | 51.23 | |
| SD-3.5-MediumModel Type=Gen. Only2026.05 | 89.8 | 84.34 | 66.99 | 60.65 | 68.78 | 37.73 | 59.89 | 53.35 | 70.34 | 15.23 | 60.71 | |
| SD-3.5-LargeModel Type=Gen. Only2026.05 | 88.6 | 88.92 | 68.59 | 62.17 | 69.8 | 32.27 | 58.96 | 58.76 | 69.03 | 32.76 | 62.99 | |
| SDXLModel Type=Gen. Only2026.05 | 87.4 | 72.63 | 44.34 | 34.22 | 44.92 | 9.55 | 47.33 | 26.68 | 29.85 | 1.15 | 39.75 | |
| Emu3-8BModel Type=Unified2026.05 | 86.8 | 77.06 | 51.39 | 40.11 | 49.75 | 19.32 | 52.94 | 36.86 | 44.78 | 1.15 | 46.02 | |
| Janus-FlowModel Type=Unified2026.05 | 86.2 | 62.5 | 47.97 | 43.35 | 50 | 21.14 | 60.29 | 45.1 | 46.46 | 0.86 | 46.39 | |
| FLUX.1-devModel Type=Gen. Only2026.05 | 83.9 | 88.92 | 67.84 | 62.17 | 67.26 | 30.91 | 60.96 | 47.04 | 71.83 | 32.18 | 61.39 |