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Models/DoPTA

DoPTA

Reported on 7 benchmarks across 1 task · 1 paper · 1 SOTA

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

Computer Vision7 results

  • Document Layout AnalysisonD4LA
    mAP· 2024-12-17
    70.72
    SOTA
    DoPTA: Improving Document Layout Analysis using Patch-Text AlignmentarXiv:2412.12902
  • Document Layout AnalysisonPubLayNet val
    Figure· 2024-12-17
    0.97
    best: 0.975 (DETR)
    DoPTA: Improving Document Layout Analysis using Patch-Text AlignmentarXiv:2412.12902
  • Document Layout AnalysisonPubLayNet val
    List· 2024-12-17
    0.957
    best: 0.975 (TRDLU)
    DoPTA: Improving Document Layout Analysis using Patch-Text AlignmentarXiv:2412.12902
  • Document Layout AnalysisonPubLayNet val
    Overall· 2024-12-17
    0.949
    best: 0.962 (VGT)
    DoPTA: Improving Document Layout Analysis using Patch-Text AlignmentarXiv:2412.12902
  • Document Layout AnalysisonPubLayNet val
    Table· 2024-12-17
    0.977
    best: 0.981 (VGT)
    DoPTA: Improving Document Layout Analysis using Patch-Text AlignmentarXiv:2412.12902
  • Document Layout AnalysisonPubLayNet val
    Text· 2024-12-17
    0.944
    best: 0.967 (VSR)
    DoPTA: Improving Document Layout Analysis using Patch-Text AlignmentarXiv:2412.12902
  • Document Layout AnalysisonPubLayNet val
    Title· 2024-12-17
    0.895
    best: 0.939 (VGT)
    DoPTA: Improving Document Layout Analysis using Patch-Text AlignmentarXiv:2412.12902