Product poster generation on InnoComposer-Bench 1.0 (test)
1.036IR-ScoreInnoAds-Composer
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| InnoAds-ComposerStage=I2026.03 | 1.036 | 85.7 | 97.6 | 92.3 | 97.2 | 72.9 | 58.2 | 54.39 | |
| Seedream 4.0*2026.03 | 1.012 | 86.5 | 97.2 | 86.4 | 83.7 | 70 | 63.9 | 64.21 | |
| InnoAds-ComposerStage=II2026.03 | 0.995 | 84.7 | 96.9 | 91.4 | 96 | 72.7 | 59.4 | 55.24 | |
| Qwen-Image-Edit2026.03 | 0.994 | 83.1 | 96 | 92.2 | 90.3 | 72.2 | 66 | 69.86 | |
| PosterMaker2026.03 | 0.974 | 76.5 | 84.8 | 91.6 | 95.4 | — | — | 60.55 | |
| Flux-Text & inpaint2026.03 | 0.956 | 77.5 | 89.2 | 89.3 | 82.4 | — | — | 73.71 | |
| Flux-Kontext2026.03 | 0.955 | — | — | 83.1 | 79.3 | 57.3 | 47 | 76.76 | |
| Flux-Fill2026.03 | 0.95 | — | — | 86.7 | 93.2 | — | — | 75.12 | |
| OmniGen22026.03 | 0.945 | — | — | 82 | 82.2 | 68.5 | 43.3 | 81.83 | |
| OmniControl22026.03 | 0.93 | — | — | 81.2 | 68.5 | 69.2 | 47.7 | 80.13 | |
| USO2026.03 | 0.911 | — | — | 90 | 72.7 | 71.9 | 57.7 | 74.19 | |
| Glyph-ByT5-v22026.03 | 0.837 | 68.5 | 81.5 | — | — | — | — | 82.63 | |
| Flux-inpaint2026.03 | 0.822 | — | — | 85.3 | 87.7 | — | — | 79.41 | |
| Anytext22026.03 | 0.701 | 72.1 | 58.2 | — | — | — | — | 86.35 |