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Models/S-GTR

S-GTR

Reported on 18 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Computer Vision12 results

  • Scene ParsingonSVT
    Accuracy· uses extra data· 2021-12-24
    95.8
    best: 99.1 (CLIP4STR-H (DFN-5B))
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene ParsingonCUTE80
    Accuracy· uses extra data· 2021-12-24
    94.7
    best: 99.7 (CPPD)
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene ParsingonICDAR2015
    Accuracy· uses extra data· 2021-12-24
    87.3
    best: 93.5 (DTrOCR 105M)
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene ParsingonIIIT5k
    Accuracy· uses extra data· 2021-12-24
    97.5
    best: 99.6 (CLIP4STR-L (DataComp-1B))
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene Text RecognitiononSVT
    Accuracy· uses extra data· 2021-12-24
    95.8
    best: 99.1 (CLIP4STR-H (DFN-5B))
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene Text RecognitiononCUTE80
    Accuracy· uses extra data· 2021-12-24
    94.7
    best: 99.7 (CPPD)
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene Text RecognitiononICDAR2015
    Accuracy· uses extra data· 2021-12-24
    87.3
    best: 93.5 (DTrOCR 105M)
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene Text RecognitiononIIIT5k
    Accuracy· uses extra data· 2021-12-24
    97.5
    best: 99.6 (CLIP4STR-L (DataComp-1B))
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene ParsingonSVTP
    Accuracy· uses extra data· 2021-12-24
    90.6
    best: 98.6 (DTrOCR 105M)
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene ParsingonICDAR2013
    Accuracy· uses extra data· 2021-12-24
    97.8
    best: 99.42 (CLIP4STR-L*)
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene Text RecognitiononSVTP
    Accuracy· uses extra data· 2021-12-24
    90.6
    best: 98.6 (DTrOCR 105M)
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • Scene Text RecognitiononICDAR2013
    Accuracy· uses extra data· 2021-12-24
    97.8
    best: 99.42 (CLIP4STR-L*)
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916

Audio6 results

  • 2D Semantic SegmentationonSVT
    Accuracy· uses extra data· 2021-12-24
    95.8
    best: 99.1 (CLIP4STR-H (DFN-5B))
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • 2D Semantic SegmentationonCUTE80
    Accuracy· uses extra data· 2021-12-24
    94.7
    best: 99.7 (CPPD)
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • 2D Semantic SegmentationonICDAR2015
    Accuracy· uses extra data· 2021-12-24
    87.3
    best: 93.5 (DTrOCR 105M)
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • 2D Semantic SegmentationonIIIT5k
    Accuracy· uses extra data· 2021-12-24
    97.5
    best: 99.6 (CLIP4STR-L (DataComp-1B))
    SOTA
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • 2D Semantic SegmentationonSVTP
    Accuracy· uses extra data· 2021-12-24
    90.6
    best: 98.6 (DTrOCR 105M)
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916
  • 2D Semantic SegmentationonICDAR2013
    Accuracy· uses extra data· 2021-12-24
    97.8
    best: 99.42 (CLIP4STR-L*)
    Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionarXiv:2112.12916