End-to-End Recognition on Total-Text
81.6F1 ScoreMask TextSpotter v3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Mask TextSpotter v3Official=true, Train Dataset=SynthText + Public + TextOCR, Lexicon=Full, Note=ours2021.05 | 81.6 | — | — | — | |
| Mask TextSpotter v3Official=true, Train Dataset=SynthText + Public, Lexicon=Full2021.05 | 78.4 | — | — | — | |
| Mask TextSpotter v2Official=true, Train Dataset=SynthText + Public, Lexicon=Full2021.05 | 77.4 | — | — | — | |
| Boundary TextSpotterOfficial=true, Train Dataset=SynthText + Public, Lexicon=Full2021.05 | 76.1 | — | — | — | |
| ABCNetOfficial=true, Train Dataset=SynthText + Public, Lexicon=Full2021.05 | 75.7 | — | — | — | |
| Mask TextSpotter v3Official=true, Train Dataset=SynthText + Public + TextOCR, Lexicon=None, Note=ours2021.05 | 74.5 | — | — | — | |
| Mask TextSpotter v3Official=false, Train Dataset=TextOCR, Lexicon=Full2021.05 | 74.1 | — | — | — | |
| Mask TextSpotter v3Official=true, Train Dataset=SynthText + Public, Lexicon=None2021.05 | 71.2 | — | — | — | |
| CharNetBackbone=Hourglass-88, Multi-scale=true2019.10 | 69.2 | — | — | — | |
| CharNetBackbone=Hourglass-88, Multi-scale=false2019.10 | 66.6 | — | — | — | |
| CharNetBackbone=Hourglass-57, Multi-scale=true2019.10 | 66.2 | — | — | — | |
| Mask TextSpotter v3Official=false, Train Dataset=COCOText, Lexicon=Full2021.05 | 65.6 | — | — | — | |
| Mask TextSpotter v2Official=true, Train Dataset=SynthText + Public, Lexicon=None2021.05 | 65.3 | — | — | — | |
| Boundary TextSpotterOfficial=true, Train Dataset=SynthText + Public, Lexicon=None2021.05 | 65 | — | — | — | |
| Mask TextSpotter v3Official=false, Train Dataset=TextOCR, Lexicon=None2021.05 | 64.8 | — | — | — | |
| ABCNetOfficial=true, Train Dataset=SynthText + Public, Lexicon=None2021.05 | 64.2 | — | — | — | |
| Qin et al. Inc-ResOfficial=true, Train Dataset=SynthText + Public, Lexicon=None2021.05 | 63.9 | — | — | — | |
| CharNetBackbone=Hourglass-57, Multi-scale=false2019.10 | 63.6 | — | — | — | |
| Mask TextSpotter v3Official=false, Train Dataset=COCOText, Lexicon=None2021.05 | 54.2 | — | — | — | |
| TextNetMulti-scale=false2019.10 | 54 | — | — | — | |
| Mask TextSpotterMulti-scale=false2019.10 | 52.9 | — | — | — | |
| TextboxesMulti-scale=false2019.10 | 36.3 | — | — | — | |
| ABCNetBackbone=ResNet502026.05 | — | — | 75.7 | 64.2 | |
| ABCNet v22023.04 | — | 70.4 | 78.1 | — | |
| ABCNet V2Backbone=ResNet502026.05 | — | — | 78.1 | 70.4 | |
| BoundaryBackbone=ResNet502026.05 | — | — | 78.6 | 68.6 | |
| CRAFTS2023.04 | — | 78.7 | — | — | |
| DEER2023.04 | — | 74.8 | 83.3 | — | |
| GLASS2023.04 | — | 76.6 | 83 | — | |
| GLASSBackbone=ResNet502026.05 | — | — | 76.6 | 83 | |
| MANGO2023.04 | — | 68.9 | 78.9 | — | |
| MANGOBackbone=ResNet502026.05 | — | — | 82.6 | 72.9 | |
| Mask v3Backbone=ResNet502026.05 | — | — | 78.4 | 71.2 | |
| MaskTextSpotter v32023.04 | — | 71.2 | 78.4 | — | |
| PGNetBackbone=FPN2026.05 | — | — | — | 63.1 | |
| SAME-NetBackbone=Swin-Trans.2026.05 | — | — | 84.02 | 73.56 | |
| SwinTextSpotter2023.04 | — | 74.3 | 84.1 | — | |
| TESTR2023.04 | — | 73.3 | 83.9 | — | |
| TextDragonBackbone=VGG16-FPN2026.05 | — | — | — | 48.8 | |
| TTS2023.04 | — | 75.6 | 84.4 | — | |
| UNITS2023.04 | — | 78.7 | 86 | — | |
| UNITS SharedWeight Sharing=Shared2023.04 | — | 77.3 | 85 | — |