Text-to-Image Generation on KiTTEN (test)
4.03Aircraft Text ScoreUnify-Agent
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unify-AgentModel Category=Unified MLLM2026.03 | 4.03 | 3.59 | 4.54 | 4.09 | 4.36 | 4.13 | 4.28 | 4.16 | 4.17 | 3.97 | 3.99 | 3.76 | 4.46 | 3.81 | 3.95 | 3.92 | 4.22 | 3.93 | 4.08 | |
| Bagel-CoTModel Category=Unified MLLM2026.03 | 3.67 | 2.94 | 4.42 | 3.98 | 4.1 | 4.01 | 3.56 | 3.12 | 2.98 | 2.12 | 3.41 | 2.11 | 3.31 | 2.26 | 3.84 | 3.63 | 3.66 | 2.02 | 2.84 | |
| BagelModel Category=Unified MLLM2026.03 | 3.51 | 2.97 | 4.46 | 4.08 | 3.91 | 3.4 | 3.44 | 2.64 | 2.65 | 1.58 | 3.31 | 1.79 | 3.01 | 1.71 | 3.23 | 2.98 | 3.44 | 2.64 | 3.04 | |
| Imagen-3Model Category=Generation Only2026.03 | 3.41 | 3.19 | 4.25 | 3.34 | 4.25 | 4.06 | 4.38 | 3.03 | 4.09 | 1.31 | 3.88 | 2.25 | 4.72 | 1.69 | 4.41 | 3.75 | 4.17 | 2.83 | 3.5 | |
| FluxModel Category=Generation Only2026.03 | 3.31 | 2.41 | 4.31 | 2.97 | 4.28 | 2.47 | 4.12 | 1.75 | 3.5 | 1.12 | 3.94 | 1.72 | 4.44 | 1.22 | 3.75 | 2.69 | 3.96 | 2.04 | 3 | |
| Custom-DiffModel Category=Generation Only2026.03 | 3.22 | 2.94 | 3.5 | 3.41 | 3.53 | 1.78 | 3.72 | 3.28 | 2.66 | 1.88 | 3.44 | 3.34 | 3.47 | 2.91 | 2.75 | 2.03 | 3.29 | 2.7 | 3 | |
| ImagenModel Category=Generation Only2026.03 | 3.16 | 2.81 | 3.78 | 3.16 | 3.75 | 3.25 | 4.12 | 2.72 | 2.88 | 1.12 | 3.53 | 2.41 | 3.94 | 1.59 | 3.75 | 3.19 | 3.61 | 2.53 | 3.07 | |
| DreamBoothModel Category=Generation Only2026.03 | 3.16 | 3.12 | 3.66 | 3.5 | 3.31 | 2.66 | 3.88 | 2.59 | 2.94 | 1.91 | 3.53 | 3.53 | 3.41 | 2.59 | 3.09 | 2.66 | 3.37 | 2.82 | 3.09 | |
| SDModel Category=Generation Only2026.03 | 3.06 | 2.34 | 3.62 | 3.12 | 2.97 | 3.09 | 4.22 | 2.28 | 2.84 | 1.22 | 3.78 | 1.97 | 3.69 | 1.69 | 3.47 | 3.44 | 3.46 | 2.39 | 2.92 | |
| Instruct-ImagenModel Category=Generation Only2026.03 | 2.53 | 3.88 | 3.25 | 4.06 | 2.75 | 3.91 | 2.41 | 4.03 | 1.91 | 3.22 | 2.94 | 4.09 | 3 | 3.31 | 2.28 | 3.25 | 2.63 | 3.72 | 3.17 |