Text-to-Image Generation on MS-COCO subset of 50 prompts 2015
3.34VendiSemantic Browsing
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Semantic BrowsingFramework=FIBO, Gallery Size=272026.06 | 3.34 | 0.61 | 6.52 | 0.9 | |
| CADSFramework=FIBO, Gallery Size=27, Initialization=Stochastic VLM Seeding2026.06 | 3.29 | 0.67 | 6.3 | 0.89 | |
| Guidance Interval.Framework=FIBO, Gallery Size=27, Initialization=Stochastic VLM Seeding2026.06 | 2.96 | 0.71 | 6.42 | 0.92 | |
| High-Temp. Post-Hoc Opt.Framework=FIBO, Gallery Size=272026.06 | 2.85 | 0.66 | 6.56 | 0.92 | |
| Post-Hoc Diversity Opt.Framework=FIBO, Gallery Size=272026.06 | 2.79 | 0.67 | 6.51 | 0.92 | |
| Power-Law CFGFramework=FIBO, Gallery Size=27, Initialization=Stochastic VLM Seeding2026.06 | 2.75 | 0.74 | 6.28 | 0.93 | |
| Stochastic VLM SeedingFramework=FIBO, Gallery Size=272026.06 | 2.6 | 0.76 | 6.53 | 0.93 |