| AntAI-Cognition | 85.55% | 86.96% | 88.24% | 87.59% |
| gccnet-ensemble | 82.29% | 84.06% | 90.63% | 87.22% |
| NJU-ImagineLab | 81.35% | 82.61% | 86.36% | 84.44% |
| TH | 80.63% | 81.16% | 93.33% | 86.82% |
| EAST++ | 80.22% | 82.61% | 91.94% | 87.02% |
| USTC-NELSLIP | 80.01% | 81.16% | 88.89% | 84.85% |
| gts | 79.83% | 81.16% | 90.32% | 85.50% |
| PMTD | 79.67% | 81.16% | 84.85% | 82.96% |
| JDAI | 78.63% | 79.71% | 84.62% | 82.09% |
| PKU_VDIG | 78.37% | 79.71% | 88.71% | 83.97% |
| OSKDet | 77.52% | 79.71% | 88.71% | 83.97% |
| PMTD | 77.29% | 78.26% | 90.00% | 83.72% |
| juxinli | 76.88% | 78.26% | 81.82% | 80.00% |
| fpa | 76.88% | 78.26% | 81.82% | 80.00% |
| Sogou_OCR | 76.42% | 78.26% | 91.53% | 84.38% |
| ccnet single scale | 75.42% | 76.81% | 89.83% | 82.81% |
| BDN | 75.22% | 79.71% | 88.71% | 83.97% |
| Amap-CVLab | 74.69% | 75.36% | 94.55% | 83.87% |
| 4Paradigm-Data-Intelligence | 74.10% | 82.61% | 87.69% | 85.07% |
| baseline_maskrcnn | 74.07% | 75.36% | 92.86% | 83.20% |
| Pixel-Anchor | 73.80% | 76.81% | 89.83% | 82.81% |
| GNNets (single scale) | 73.68% | 73.91% | 96.23% | 83.61% |
| 4Paradigm-Data-Intelligence | 73.43% | 81.16% | 88.89% | 84.85% |
| stela | 73.34% | 76.81% | 85.48% | 80.92% |
| Baidu-VIS | 73.29% | 79.71% | 91.67% | 85.27% |
| PSENet_NJU_ImagineLab (single-scale) | 72.82% | 76.81% | 92.98% | 84.13% |
| corner | 72.36% | 73.91% | 79.69% | 76.69% |
| ALGCD_CP | 70.72% | 76.81% | 88.33% | 82.17% |
| Sogou_MM | 70.37% | 71.01% | 92.45% | 80.33% |
| Drew | 70.09% | 72.46% | 79.37% | 75.76% |
| DCLNet | 69.91% | 75.36% | 89.66% | 81.89% |
 Sensetime OCR | 69.79% | 73.91% | 57.30% | 64.56% |
| TextBPN++(ResNet-50 with DCN) | 68.88% | 72.46% | 96.15% | 82.64% |
| cascade | 67.75% | 68.12% | 94.00% | 78.99% |
| NCU_MSP | 67.07% | 78.26% | 88.52% | 83.08% |
| NCU_MSP | 67.07% | 78.26% | 88.52% | 83.08% |
| NCU_FPN | 65.49% | 81.16% | 82.35% | 81.75% |
| DeepSolo++ (ResNet-50) | 65.39% | 69.57% | 63.16% | 66.21% |
| FOTS_v2 | 65.22% | 66.67% | 90.20% | 76.67% |
| FPDIoU | 63.56% | 65.22% | 95.74% | 77.59% |
| b | 61.46% | 72.46% | 79.37% | 75.76% |
| ATL Cangjie OCR | 61.39% | 62.32% | 93.48% | 74.78% |
| TextBPN++(ResNet-50) | 60.67% | 65.22% | 93.75% | 76.92% |
| a | 58.67% | 72.46% | 83.33% | 77.52% |
| adapt | 58.52% | 76.81% | 82.81% | 79.70% |
| TextPMs | 58.25% | 60.87% | 89.36% | 72.41% |
| mlt_ch_03 | 54.95% | 57.97% | 85.11% | 68.97% |
| NCU_MSP_light | 52.88% | 73.91% | 75.00% | 74.45% |
| Thesis-SE | 47.66% | 50.72% | 81.40% | 62.50% |
| dbnet_resnet18 | 42.34% | 60.87% | 73.68% | 66.67% |
| SARI_FDU_RRPN_v1 | 32.46% | 34.78% | 75.00% | 47.52% |
| SARI_FDU_RRPN_v0 | 29.71% | 33.33% | 71.88% | 45.54% |
| mask RCNN Augment+ | 28.99% | 28.99% | 100.00% | 44.94% |
| SCUT_DLVClab1 | 27.83% | 28.99% | 83.33% | 43.01% |
| YY AI OCR Group | 19.06% | 26.09% | 50.00% | 34.29% |
| linkage-ER-Flow | 6.87% | 14.49% | 34.48% | 20.41% |
| TH-DL | 6.20% | 7.25% | 25.00% | 11.24% |
| TextSnake | 0.00% | 0.00% | 0.00% | 0.00% |
| CRAFT | |
| Shape-Aware Based Scene Text Detector (single scale) | |
| SPCNet_TongJi & UESTC (single scale) | |
| SPCNet_TongJi & UESTC (multi scale) | |
| EPTN-SJTU | |
| AutoCV | |