Full Design Image Generation on UTDesign-Bench Gen 1.0 (test)
72.07FIDUTDesign
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UTDesign2025.12 | 72.07 | 0.6973 | 0.2609 | 0.8784 | 0.9106 | 0.8716 | 0.159 | 0.684 | |
| Seedream 3.02025.12 | 72.49 | 0.6903 | 0.2704 | 0.7937 | 0.9603 | 0.8392 | 0.2203 | 0.4885 | |
| Cogview42025.12 | 75.46 | 0.7087 | 0.2675 | 0.3306 | 0.3898 | 0.3144 | 0.7559 | 0.06 | |
| GPT-4o2025.12 | 80.93 | 0.739 | 0.271 | 0.8457 | 0.9123 | 0.8506 | 0.1932 | 0.5772 | |
| AnyText-Gen2025.12 | 83.57 | 0.7362 | 0.252 | 0.5989 | 0.8232 | 0.6338 | 0.4462 | 0.278 | |
| AnyText2-Gen2025.12 | 90.42 | 0.7474 | 0.2509 | 0.7145 | 0.7949 | 0.7186 | 0.3541 | 0.352 | |
| PosterMaker2025.12 | 92.1 | 0.7176 | 0.2563 | 0.7303 | 0.7382 | 0.7128 | 0.3311 | 0.482 | |
| Glyph-ByT5-v22025.12 | 92.82 | 0.6987 | 0.2465 | 0.9066 | 0.8971 | 0.8862 | 0.2764 | 0.62 | |
| BrushYourText2025.12 | 114.4 | 0.7525 | 0.2334 | 0.7404 | 0.7451 | 0.731 | 0.316 | 0.476 | |
| Kolors2025.12 | 134.2 | 0.777 | 0.2696 | 0.0095 | 0.0106 | 0.0074 | 0.9949 | 0.001 |