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5 months ago
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization
Xingchao Liu Chengyue Gong Lemeng Wu Shujian Zhang Hao Su Qiang Liu
Abstract
Code Repositories
gnobitab/fusedream
Official
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| text-to-image-generation-on-coco | FuseDream (few-shot, k=5) | FID: 21.16 Inception score: 34.26 |
| text-to-image-generation-on-coco | FuseDream (k=10, 256) | FID: 21.89 Inception score: 34.67 |
| text-to-image-generation-on-coco | FuseDream (k=5, 256) | FID: 21.16 Inception score: 34.26 |
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