Text-to-Image Generation on TIIF Long Prompts
89.7Basic Following (Avg)PromptEcho
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PromptEchobackbone=Z-Image2026.04 | 89.7 | 93 | 86.5 | 89.6 | 86.8 | 88.5 | 88.4 | 82.8 | 83.3 | 95 | 93.3 | 88.94 | |
| Qwen-Image#Params=20B2026.03 | 87.2 | 91.5 | 90.8 | 79.4 | 80.9 | 79.8 | 81.7 | 78.6 | 100 | 89.1 | 91.4 | 86.8 | |
| PromptEchobackbone=QwenImage-25122026.04 | 87.2 | 87 | 90 | 84.6 | 85.4 | 85.4 | 88.6 | 83.1 | 69 | 95.4 | 95 | 86.46 | |
| Z-Imagebaseline=true2026.04 | 85.7 | 88.9 | 82.3 | 86 | 79.5 | 81.3 | 77.4 | 79.3 | 73.3 | 89.6 | 90.3 | 83.16 | |
| Seedream 3.0#Params=-2026.03 | 84.9 | 90.1 | 85.9 | 78.9 | 80.6 | 81.8 | 78.9 | 78.6 | 93.3 | 87.8 | 83.6 | 84.3 | |
| QwenImage-2512baseline=true2026.04 | 84.8 | 86.5 | 86.8 | 81 | 82.2 | 84.8 | 81.7 | 81.6 | 60 | 93.2 | 93.7 | 83.25 | |
| Z-Image#Params=6B2026.03 | 82.8 | 86.5 | 79.9 | 81.9 | 77 | 77.6 | 73.8 | 75.6 | 93.3 | 93.2 | 85.5 | 83 | |
| InternVL-U#Params=2B+1.7B2026.03 | 81.5 | 81.5 | 82.2 | 80.9 | 72.7 | 76.2 | 67.6 | 75.8 | 83.3 | 50.7 | 66.8 | 73.9 | |
| BAGEL#Params=7B+7B2026.03 | 80.1 | 83.5 | 79.9 | 76.8 | 72.2 | 75 | 70.1 | 74.9 | 83.3 | 33.9 | 67.9 | 71.7 | |
| Ovis-U1#Params=2.4B+1.2B2026.03 | 79.4 | 81.5 | 81.4 | 75.2 | 67.8 | 68.3 | 73.8 | 65.9 | 86.7 | 12.7 | 68.7 | 68.2 | |
| FLUX.1 [dev]#Params=12B2026.03 | 78.7 | 83.2 | 80.4 | 72.4 | 68.5 | 73.7 | 73.3 | 71.6 | 66.7 | 52.8 | 71.5 | 71.8 | |
| Janus-Pro#Params=7B2026.03 | 78.3 | 82.3 | 73.3 | 79.1 | 58.8 | 56.2 | 70.8 | 60 | 70 | 33.8 | 60.3 | 65 | |
| Lumina-DiMOO#Params=8B2026.03 | 78 | 81.5 | 79.8 | 72.6 | 68.5 | 74.1 | 69.1 | 66.4 | 63.3 | 40.7 | 72 | 68.8 | |
| Show-o#Params=1.3B2026.03 | 75.8 | 79.8 | 78.3 | 69.3 | 50.4 | 56.8 | 69 | 56.2 | 66.7 | 2.8 | 50.9 | 58.9 |