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Models/TediGAN-B

TediGAN-B

Reported on 16 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Audio8 results

  • 10-shot image generationonMulti-Modal-CelebA-HQ
    Acc· 2021-04-18
    20.4
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • 10-shot image generationonMulti-Modal-CelebA-HQ
    FID· 2021-04-18
    101.42
    best: 10.31 (Swinv2-Imagen)
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • 1 Image, 2*2 StitchionMulti-Modal-CelebA-HQ
    Acc· 2021-04-18
    20.4
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • 1 Image, 2*2 StitchionMulti-Modal-CelebA-HQ
    FID· 2021-04-18
    101.42
    best: 10.31 (Swinv2-Imagen)
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • 10-shot image generationonMulti-Modal-CelebA-HQ
    LPIPS· 2021-04-18
    0.461
    best: 0.456 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • 10-shot image generationonMulti-Modal-CelebA-HQ
    Real· 2021-04-18
    21
    best: 22.6 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • 1 Image, 2*2 StitchionMulti-Modal-CelebA-HQ
    LPIPS· 2021-04-18
    0.461
    best: 0.456 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • 1 Image, 2*2 StitchionMulti-Modal-CelebA-HQ
    Real· 2021-04-18
    21
    best: 22.6 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910

Medical4 results

  • Image GenerationonMulti-Modal-CelebA-HQ
    Acc· 2021-04-18
    20.4
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • Image GenerationonMulti-Modal-CelebA-HQ
    FID· 2021-04-18
    101.42
    best: 10.31 (Swinv2-Imagen)
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • Image GenerationonMulti-Modal-CelebA-HQ
    LPIPS· 2021-04-18
    0.461
    best: 0.456 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • Image GenerationonMulti-Modal-CelebA-HQ
    Real· 2021-04-18
    21
    best: 22.6 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910

Natural Language Processing4 results

  • Text-to-Image GenerationonMulti-Modal-CelebA-HQ
    Acc· 2021-04-18
    20.4
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • Text-to-Image GenerationonMulti-Modal-CelebA-HQ
    FID· 2021-04-18
    101.42
    best: 10.31 (Swinv2-Imagen)
    SOTA
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • Text-to-Image GenerationonMulti-Modal-CelebA-HQ
    LPIPS· 2021-04-18
    0.461
    best: 0.456 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910
  • Text-to-Image GenerationonMulti-Modal-CelebA-HQ
    Real· 2021-04-18
    21
    best: 22.6 (TediGAN-A)
    Towards Open-World Text-Guided Face Image Generation and ManipulationarXiv:2104.08910