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Models/SceneDreamer

SceneDreamer

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision4 results

  • Scene GenerationonGoogleEarth
    Camera Error· 2023-02-02
    0.186
    best: 0.057 (GaussianCity)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330
  • Scene GenerationonGoogleEarth
    Depth Error· 2023-02-02
    0.152
    best: 0.136 (GaussianCity)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330
  • Scene GenerationonGoogleEarth
    FID· 2023-02-02
    213.56
    best: 86.94 (GaussianCity)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330
  • Scene GenerationonGoogleEarth
    KID· 2023-02-02
    0.216
    best: 0.358 (SGAM)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330

Methodology4 results

  • 16konGoogleEarth
    Camera Error· 2023-02-02
    0.186
    best: 0.057 (GaussianCity)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330
  • 16konGoogleEarth
    Depth Error· 2023-02-02
    0.152
    best: 0.136 (GaussianCity)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330
  • 16konGoogleEarth
    FID· 2023-02-02
    213.56
    best: 86.94 (GaussianCity)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330
  • 16konGoogleEarth
    KID· 2023-02-02
    0.216
    best: 0.358 (SGAM)
    SOTA
    SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsarXiv:2302.01330