Text-to-image generation on COCO prompts
1.923VendiCADS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CADSs=10^-112026.03 | 1.923 | 0.208 | 67.4 | 0.588 | |
| SGICandidates=642026.03 | 1.916 | 1.042 | 87.2 | 0.297 | |
| CADSs=10^-122026.03 | 1.91 | 0.303 | 69.9 | 0.53 | |
| CADSs=10^-202026.03 | 1.908 | 0.377 | 71.9 | 0.558 | |
| CADSs=10^-182026.03 | 1.908 | 0.377 | 71.9 | 0.558 | |
| Contextual Space repulsionη=2.5 · 10^102026.03 | 1.898 | 1.07 | 88 | 0.172 | |
| Contextual Space repulsionη=5 · 10^92026.03 | 1.869 | 1.075 | 88.3 | 0.157 | |
| SGICandidates=322026.03 | 1.86 | 1.063 | 87.2 | 0.289 | |
| SPARKEs=0.022026.03 | 1.85 | 1.067 | 87.3 | 1.079 | |
| Contextual Space repulsionη=5 · 10^82026.03 | 1.831 | 1.092 | 88.3 | 0.103 | |
| SGICandidates=162026.03 | 1.829 | 1.085 | 87.3 | 0.461 | |
| Contextual Space repulsionη=2.5 · 10^82026.03 | 1.81 | 1.102 | 88.4 | 0.066 | |
| SPARKEs=0.012026.03 | 1.79 | 1.094 | 88.4 | 0.057 | |
| PGs=1502026.03 | 1.787 | 0.846 | 84.8 | 2.65 | |
| Base ModelModel=Flux-dev2026.03 | 1.78 | 1.075 | 88.3 | — | |
| SGICandidates=82026.03 | 1.778 | 1.152 | 87.5 | 0.44 | |
| PGs=802026.03 | 1.759 | 1.018 | 86.4 | 0.675 | |
| PGs=12026.03 | 1.753 | 0.991 | 87.1 | 0.555 |