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Models/FuseDream (few-shot, k=5)

FuseDream (few-shot, k=5)

Reported on 8 benchmarks across 4 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio4 results

  • 10-shot image generationonCOCO (Common Objects in Context)
    FID· 2021-12-02
    21.16
    best: 5 (RAT-Diffusion)
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573
  • 10-shot image generationonCOCO (Common Objects in Context)
    Inception score· 2021-12-02
    34.26
    best: 34.67 (FuseDream (k=10, 256))
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID· 2021-12-02
    21.16
    best: 5 (RAT-Diffusion)
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    Inception score· 2021-12-02
    34.26
    best: 34.67 (FuseDream (k=10, 256))
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573

Medical2 results

  • Image GenerationonCOCO (Common Objects in Context)
    FID· 2021-12-02
    21.16
    best: 5 (RAT-Diffusion)
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573
  • Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2021-12-02
    34.26
    best: 34.67 (FuseDream (k=10, 256))
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573

Natural Language Processing2 results

  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID· 2021-12-02
    21.16
    best: 5 (RAT-Diffusion)
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2021-12-02
    34.26
    best: 34.67 (FuseDream (k=10, 256))
    FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationarXiv:2112.01573