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Models/StoryDALL-E (Story Embeddings + Cross-Attention)

StoryDALL-E (Story Embeddings + Cross-Attention)

Reported on 6 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision6 results

  • Story ContinuationonPororoSV
    FID· 2022-09-13
    31.68
    best: 14.2 (ContextualStory)
    SOTA
    StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationarXiv:2209.06192
  • Story ContinuationonFlintstonesSV
    FID· 2022-09-13
    36.28
    best: 16.33 (ContextualStory)
    SOTA
    StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationarXiv:2209.06192
  • Story ContinuationonPororoSV
    Char-F1· 2022-09-13
    35.29
    best: 40.28 (StoryDALL-E)
    StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationarXiv:2209.06192
  • Story ContinuationonPororoSV
    F-Acc· 2022-09-13
    16.73
    best: 34.65 (StoryDALL-E (Story Embeddings))
    StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationarXiv:2209.06192
  • Story ContinuationonFlintstonesSV
    Char-F1· 2022-09-13
    72.44
    best: 74.28 (StoryDALL-E)
    StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationarXiv:2209.06192
  • Story ContinuationonFlintstonesSV
    F-Acc· 2022-09-13
    51.32
    best: 53.28 (StoryDALL-E (Story Embeddings))
    StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story ContinuationarXiv:2209.06192