Story Visualization on LogicTale (test)
4.67Instance Consistency (VL)GPT-4o + GPT-image-1
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4o + GPT-image-12026.03 | 4.67 | 3.96 | 76.22 | 0.2829 | 89.84 | 4.15 | 4.38 | 3.78 | 3.65 | 4.6 | |
| LogiStory2026.03 | 4.23 | 4.45 | 82.67 | 0.3088 | 85.72 | 4.32 | 4.25 | 4.26 | 3.83 | 4.2 | |
| Nano Banana2026.03 | 4.2 | 4.08 | 74.4 | 0.3102 | 90.34 | 4.26 | 4.2 | 3.96 | 3.75 | 4.4 | |
| DeepSeek-R1 + FluxBackbone=Flux2026.03 | 3.87 | 3.43 | 68.72 | 0.3047 | 83.29 | 4.2 | 3.53 | 3.25 | 3.2 | 3.8 | |
| Gemini 2.0 flash2026.03 | 3.62 | 3.88 | 65.1 | 0.2547 | 81.97 | 3.48 | 3.7 | 3.65 | 3.58 | 2.8 | |
| DeepSeek-R1 + ConSistoryBackbone=ConSistory2026.03 | 3.23 | 1.98 | 56.23 | 0.2939 | 81.29 | 2.26 | 2.87 | 1.73 | 1.87 | 2.4 | |
| DeepSeek-R1 + StoryDiffBackbone=StoryDiff2026.03 | 3.07 | 2.06 | 54.09 | 0.2909 | 82.76 | 2.07 | 2.7 | 2.12 | 2.35 | 2.6 | |
| MM-StoryAgent2026.03 | 3.03 | 2.63 | 57.87 | 0.2942 | 80.23 | 2.54 | 2.67 | 3.04 | 2.43 | 2.6 | |
| DeepSeek-R1 + SDXLBackbone=SDXL2026.03 | 2.17 | 2.02 | 56.75 | 0.2899 | 77.47 | 2.13 | 2.33 | 1.86 | 2.13 | 3 |