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Models/SwinTextSpotter

SwinTextSpotter

Reported on 9 benchmarks across 1 task · 1 paper · 4 SOTA

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

Computer Vision9 results

  • Text SpottingonTotal-Text
    F-measure (%) - Full Lexicon· 2022-03-19
    84.1
    best: 89.6 (DeepSolo (ViTAEv2-S, TextOCR))
    SOTA
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonInverse-Text
    F-measure (%) - Full Lexicon· 2022-03-19
    67.9
    best: 75.8 (DeepSolo (ViTAEv2-S, TextOCR))
    SOTA
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonInverse-Text
    F-measure (%) - No Lexicon· 2022-03-19
    55.4
    best: 68.8 (DeepSolo (ViTAEv2-S, TextOCR))
    SOTA
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonICDAR 2015
    F-measure (%) - Strong Lexicon· 2022-03-19
    83.9
    best: 89 (UNITS)
    SOTA
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonTotal-Text
    F-measure (%) - No Lexicon· 2022-03-19
    74.3
    best: 83.6 (DeepSolo (ViTAEv2-S, TextOCR))
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonSCUT-CTW1500
    F-Measure (%) - Full Lexicon· 2022-03-19
    77
    best: 83.8 (SPTS)
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonSCUT-CTW1500
    F-measure (%) - No Lexicon· 2022-03-19
    51.8
    best: 64.4 (A3S)
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonICDAR 2015
    F-measure (%) - Generic Lexicon· 2022-03-19
    70.5
    best: 80.3 (UNITS)
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209
  • Text SpottingonICDAR 2015
    F-measure (%) - Weak Lexicon· 2022-03-19
    77.3
    best: 84.1 (UNITS)
    SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionarXiv:2203.10209