Story Visualization on MangaGen-MetaBench
64.3CIDSMF-Gem.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MF-Gem.Category=MangaFlow pipeline, Backbone=Gemini 2.5 Flash Image2026.05 | 64.3 | 62.2 | 2.901 | 73.93 | 12.26 | 5.54 | |
| MF-FLUXCategory=MangaFlow pipeline, Backbone=FLUX.2 9B2026.05 | 61.9 | 66.8 | 3.299 | 66.87 | 10.61 | 5.92 | |
| Direct-FLUXCategory=direct page generation, Backbone=FLUX.2 9B2026.05 | 59.1 | 75 | 2.037 | 39.05 | 2.24 | 4.56 | |
| Direct-Gem.Category=direct page generation, Backbone=Gemini 2.5 Flash Image2026.05 | 56.2 | 70.2 | 2.708 | 51.6 | 8.14 | 4.52 |