End-to-End Text Spotting on ICDAR 2015 (test)
81.9Generic F-measureTICLS
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TICLSYear=20262026.02 | 81.9 | — | — | — | — | 90.1 | 85.4 | 79.1 | |
| TextBlockV2Year=20252026.02 | 80.5 | — | — | — | — | — | — | — | |
| UNITSshared_weights=false2023.04 | 80.3 | — | — | — | — | 89 | 84.1 | 78.7 | |
| UNITSshared_weights=true2023.04 | 79.7 | — | — | — | — | 88.4 | 83.9 | 78.5 | |
| DeepSoloYear=20232026.02 | 79.5 | — | — | — | — | 88.1 | 83.9 | 73.8 | |
| SwinTextSpotter v2Year=20252026.02 | 79.4 | — | — | — | — | 89.6 | 84.1 | — | |
| LMTextspotterYear=20242026.02 | 78.4 | — | — | — | — | 87.5 | 83.4 | — | |
| ESTextSpotterYear=20232026.02 | 78.1 | — | — | — | — | 87.5 | 83 | — | |
| TTS2023.04 | 77.4 | — | — | — | — | 85.2 | 81.7 | — | |
| FastTCMYear=20242026.02 | 77.3 | — | — | — | — | 87 | 82 | — | |
| GLASSYear=20222026.02 | 76.3 | — | — | — | — | 84.7 | 80.1 | — | |
| DEER2023.04 | 75.6 | — | — | — | — | 82.7 | 79.1 | 71.7 | |
| FastTextSpotterYear=20242026.02 | 75.4 | — | — | — | — | 86.6 | 81.6 | — | |
| ABCNet v2Year=20212026.02 | 75 | — | — | — | — | 83 | 80.7 | — | |
| CRAFTS2023.04 | 74.9 | — | — | — | — | 83.1 | 82.1 | — | |
| MaskTextSpotter v32023.04 | 74.2 | — | — | — | — | 83.3 | 78.1 | — | |
| Mask TextSpotter v3Year=20202026.02 | 74.2 | — | — | — | — | 83.3 | 78.1 | — | |
| GLASS2023.04 | 74 | — | — | — | — | 85.3 | 79.8 | — | |
| MANGO2023.04 | 73.9 | — | — | — | — | 85.4 | 80.1 | — | |
| IATSYear=20242026.02 | 73.8 | — | — | — | — | 84.4 | 80 | 64.7 | |
| TESTR2023.04 | 73.6 | — | — | — | — | 85.2 | 79.4 | 65.3 | |
| TESTRYear=20222026.02 | 73.6 | — | — | — | — | 85.2 | 79.4 | 65.3 | |
| ABCNet v22023.04 | 73 | — | — | — | — | 82.7 | 78.5 | — | |
| ABCNetYear=20202026.02 | 73 | — | — | — | — | 82.7 | 78.5 | — | |
| SemiETSData Proportion=10%2025.04 | 71.8 | — | — | — | — | 84.1 | 77.9 | — | |
| STAC*Data Proportion=10%2025.04 | 71.2 | — | — | — | — | 81.2 | 76.8 | — | |
| SemiETSData Proportion=5%2025.04 | 71.2 | — | — | — | — | 84 | 77.4 | — | |
| Semi-DETR*Data Proportion=10%2025.04 | 71.1 | — | — | — | — | 83.2 | 77.1 | — | |
| SwinTextSpotter2023.04 | 70.5 | — | — | — | — | 83.9 | 77.3 | — | |
| Mean-Teacher*Data Proportion=10%2025.04 | 70.2 | — | — | — | — | 82.3 | 76 | — | |
| SemiETSData Proportion=2%2025.04 | 70 | — | — | — | — | 82.6 | 76.2 | — | |
| STAC*Data Proportion=5%2025.04 | 69.6 | — | — | — | — | 80.8 | 75.3 | — | |
| Semi-DETR*Data Proportion=5%2025.04 | 69.3 | — | — | — | — | 82.7 | 75.5 | — | |
| SupervisedData Proportion=10%2025.04 | 69.2 | — | — | — | — | 79.3 | 75 | — | |
| SemiETSData Proportion=1%2025.04 | 68.8 | — | — | — | — | 82.5 | 75.3 | — | |
| Soft Teacher*Data Proportion=10%2025.04 | 68.4 | — | — | — | — | 81.4 | 74.3 | — | |
| SPTS v2Year=20232026.02 | 68 | — | — | — | — | 81.2 | 74.3 | — | |
| Mean-Teacher*Data Proportion=5%2025.04 | 67.9 | — | — | — | — | 81.6 | 74 | — | |
| SemiETSData Proportion=0.5%2025.04 | 67.8 | — | — | — | — | 81.9 | 74.5 | — | |
| Unbiased Teacher v2*Data Proportion=10%2025.04 | 67.5 | — | — | — | — | 80.7 | 74 | — | |
| Semi-DETR*Data Proportion=2%2025.04 | 67.5 | — | — | — | — | 81.2 | 73.9 | — | |
| SupervisedData Proportion=5%2025.04 | 67.3 | — | — | — | — | 77.3 | 72.5 | — | |
| MANGOYear=20212026.02 | 67.3 | — | — | — | — | 81.8 | 78.9 | — | |
| Soft Teacher*Data Proportion=5%2025.04 | 67.1 | — | — | — | — | 81.4 | 73.5 | — | |
| Semi-DETR*Data Proportion=1%2025.04 | 66.2 | — | — | — | — | 80 | 72.6 | — | |
| Unbiased Teacher v2*Data Proportion=5%2025.04 | 65.6 | — | — | — | — | 79.6 | 71.7 | — | |
| Semi-DETR*Data Proportion=0.5%2025.04 | 65.3 | — | — | — | — | 79.9 | 71.6 | — | |
| STAC*Data Proportion=2%2025.04 | 64.8 | — | — | — | — | 76.6 | 71.7 | — | |
| STAC*Data Proportion=0.5%2025.04 | 64.4 | — | — | — | — | 76.6 | 71.2 | — | |
| Mean-Teacher*Data Proportion=2%2025.04 | 63.8 | — | — | — | — | 78.6 | 70.5 | — | |
| STAC*Data Proportion=1%2025.04 | 63.7 | — | — | — | — | 75 | 69.7 | — | |
| Soft Teacher*Data Proportion=2%2025.04 | 62.5 | — | — | — | — | 77.7 | 69.1 | — | |
| Mean-Teacher*Data Proportion=1%2025.04 | 61.9 | — | — | — | — | 76.8 | 68.5 | — | |
| Soft Teacher*Data Proportion=1%2025.04 | 61.8 | — | — | — | — | 76.2 | 68.2 | — | |
| SupervisedData Proportion=2%2025.04 | 61.6 | — | — | — | — | 72 | 67.4 | — | |
| Unbiased Teacher v2*Data Proportion=2%2025.04 | 61.5 | — | — | — | — | 77.2 | 69.1 | — | |
| Mean-Teacher*Data Proportion=0.5%2025.04 | 60.6 | — | — | — | — | 77.7 | 67.9 | — | |
| Soft Teacher*Data Proportion=0.5%2025.04 | 60.4 | — | — | — | — | 76.5 | 67.2 | — | |
| SupervisedData Proportion=0.5%2025.04 | 59.9 | — | — | — | — | 71.2 | 66.1 | — | |
| SupervisedData Proportion=1%2025.04 | 59.8 | — | — | — | — | 69.9 | 65.6 | — | |
| Unbiased Teacher v2*Data Proportion=1%2025.04 | 59.2 | — | — | — | — | 75.4 | 66.3 | — | |
| Unbiased Teacher v2*Data Proportion=0.5%2025.04 | 57.5 | — | — | — | — | 74.9 | 64.7 | — | |
| ABCNet v2Lexicon=Strong (S)2022.08 | — | 82.7 | — | — | — | — | — | — | |
| ABCNet v2Lexicon=Weak (W)2022.08 | — | 78.5 | — | — | — | — | — | — | |
| ABCNet v2Lexicon=Generic (G)2022.08 | — | 73 | — | — | — | — | — | — | |
| ABCNet v2Lexicon source=Specific lexicon [2], Character-level annotations=true2022.07 | — | — | 82.7 | 78.5 | 73 | — | — | — | |
| ABCNet v2External Data=Synth150K+MLT172022.11 | — | — | 82.7 | 78.5 | 73 | — | — | — | |
| BoundaryExternal Data=Synth800K+IC13+Total-Text2022.11 | — | — | 79.7 | 75.2 | 64.1 | — | — | — | |
| CharNetLexicon source=Official, Character-level annotations=true2022.07 | — | — | 80.14 | 74.45 | 62.18 | — | — | — | |
| CharNetExternal Data=Synth800K2022.11 | — | — | 80.1 | 74.5 | 62.2 | — | — | — | |
| CRAFTSLexicon=Strong (S)2022.08 | — | 83.1 | — | — | — | — | — | — | |
| CRAFTSLexicon=Weak (W)2022.08 | — | 82.1 | — | — | — | — | — | — | |
| CRAFTSLexicon=Generic (G)2022.08 | — | 74.9 | — | — | — | — | — | — | |
| CRAFTSLexicon source=Official, Character-level annotations=true2022.07 | — | — | 83.1 | 82.1 | 74.9 | — | — | — | |
| CRAFTSExternal Data=Synth800K+IC132022.11 | — | — | 83.1 | 82.1 | 74.9 | — | — | — | |
| DeepSoloBackbone=ResNet-50, External Data=Synth150K+MLT17+IC13+Total-Text2022.11 | — | — | 86.8 | 81.9 | 76.9 | — | — | — | |
| DeepSoloBackbone=ResNet-50, External Data=Synth150K+MLT17+IC13+Total-Text+TextOCR2022.11 | — | — | 88 | 83.5 | 79.1 | — | — | — | |
| DeepSoloBackbone=ViTAEv2-S, External Data=Synth150K+MLT17+IC13+Total-Text+TextOCR2022.11 | — | — | 88.1 | 83.9 | 79.5 | — | — | — | |
| FOTSLexicon source=Official, Character-level annotations=false2022.07 | — | — | 81.09 | 75.9 | 60.8 | — | — | — | |
| GLASSLexicon=Strong (S), Lexicon Source=Specific from [20]2022.08 | — | 84.7 | — | — | — | — | — | — | |
| GLASSLexicon=Weak (W), Lexicon Source=Specific from [20]2022.08 | — | 80.1 | — | — | — | — | — | — | |
| GLASSLexicon=Generic (G), Lexicon Source=Specific from [20]2022.08 | — | 76.3 | — | — | — | — | — | — | |
| GLASSLexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | — | — | 84.7 | 80.1 | 76.3 | — | — | — | |
| GLASSExternal Data=Synth800K2022.11 | — | — | 84.7 | 80.1 | 76.3 | — | — | — | |
| MANGOLexicon=Strong (S), IoU threshold=0.12022.08 | — | 85.4 | — | — | — | — | — | — | |
| MANGOLexicon=Weak (W), IoU threshold=0.12022.08 | — | 80.1 | — | — | — | — | — | — | |
| MANGOLexicon=Generic (G), IoU threshold=0.12022.08 | — | 73.9 | — | — | — | — | — | — | |
| MANGOLexicon source=Official, Character-level annotations=true2022.07 | — | — | 81.8 | 78.9 | 67.3 | — | — | — | |
| MANGOLexicon source=Specific lexicon [2], Character-level annotations=true2022.07 | — | — | 85.4 | 80.1 | 73.9 | — | — | — | |
| MANGOExternal Data=Synth800K+Synth150K+COCO-Text+MLT19+IC13+Total-Text2022.11 | — | — | 85.4 | 80.1 | 73.9 | — | — | — | |
| Mask Textspotter v2Lexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | — | — | 83 | 77.7 | 73.5 | — | — | — | |
| Mask Textspotter v3Lexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | — | — | 83.3 | 78.1 | 74.2 | — | — | — | |
| Mask TextSpotter v3External Data=Synth800K+IC13+Total-Text+SCUT2022.11 | — | — | 83.3 | 78.1 | 74.2 | — | — | — | |
| MTSv3Lexicon=Strong (S), Lexicon Source=Specific from [20]2022.08 | — | 83.3 | — | — | — | — | — | — | |
| MTSv3Lexicon=Weak (W), Lexicon Source=Specific from [20]2022.08 | — | 78.1 | — | — | — | — | — | — | |
| MTSv3Lexicon=Generic (G), Lexicon Source=Specific from [20]2022.08 | — | 74.2 | — | — | — | — | — | — | |
| PAN++Lexicon source=Official, Character-level annotations=false2022.07 | — | — | 82.7 | 78.2 | 69.2 | — | — | — | |
| PAN++External Data=Synth800K+COCO-Text+MLT17+Total-Text2022.11 | — | — | 82.7 | 78.2 | 69.2 | — | — | — | |
| PGNetLexicon source=Official, Character-level annotations=false2022.07 | — | — | 83.3 | 78.3 | 63.5 | — | — | — | |
| PGNetExternal Data=Synth800K+Total-Text2022.11 | — | — | 83.3 | 78.3 | 63.5 | — | — | — |