Text Detection on ICDAR MLT 2017 (test)
85.15PrecisionPMTD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PMTDMulti-scale testing=false2019.03 | 85.15 | 72.77 | 78.48 | |
| BaselineMulti-scale testing=false2019.03 | 84.72 | 70.37 | 76.88 | |
| PMTDMulti-scale testing=true2019.03 | 84.42 | 76.25 | 80.13 | |
| Pixel-AnchorMulti-scale testing=true2019.03 | 83.9 | 65.8 | 73.76 | |
| Lyu et al.2018.06 | 83.8 | 55.6 | 66.8 | |
| Proposed Methodmulti-scale=false2018.02 | 83.8 | 55.6 | 66.8 | |
| Lyu et al.multi-scale test=false2018.11 | 83.8 | 55.6 | 66.8 | |
| Lyu et al.Multi-scale testing=false2019.03 | 83.8 | 55.6 | 66.8 | |
| Lyu et al.External data=true2019.03 | 83.8 | 55.6 | 66.8 | |
| Lyu et al.Scale=Single scale2019.06 | 83.8 | 55.6 | 66.8 | |
| SBDScale=Single scale2019.06 | 83.6 | 70.1 | 76.3 | |
| Liu et al.Scale=Single scale2019.12 | 83.6 | 70.1 | 76.3 | |
| Orderless Box DiscretizationScale=Single scale2019.12 | 82.75 | 76.44 | 79.47 | |
| MOSTVenue=CVPR21, Training Data (Pub)=true, Training Data (HierText)=false2022.03 | 82 | 72 | 76.7 | |
| FOTSmulti-scale testing=true2018.01 | 81.86 | 62.3 | 70.75 | |
| FOTSMulti-scale testing=true2019.03 | 81.86 | 62.3 | 70.75 | |
| Liu et al.Scale=Single scale2019.06 | 81.86 | 62.3 | 70.75 | |
| FOTSInference Scale=Multi-Scale2019.10 | 81.86 | 62.3 | 70.75 | |
| FOTSScale=Single scale2019.12 | 81.86 | 62.3 | 70.75 | |
| FOTSmulti-scale testing=true2018.11 | 81.8 | 62.3 | 70.7 | |
| CharNetBackbone=Hourglass-88, Inference Scale=Single Scale2019.10 | 81.27 | 70.97 | 75.77 | |
| FOTSmulti-scale testing=false2018.01 | 80.95 | 57.51 | 67.25 | |
| FOTS2018.06 | 80.95 | 57.51 | 67.25 | |
| FOTSMulti-scale testing=false2019.03 | 80.95 | 57.51 | 67.25 | |
| FOTS2019.09 | 80.95 | 57.51 | 67.25 | |
| FOTSInference Scale=Single Scale2019.10 | 80.95 | 57.51 | 67.25 | |
| SPCNETmulti-scale test=true2018.11 | 80.6 | 68.6 | 74.1 | |
| CRAFTScale=Single scale2019.12 | 80.6 | 68.2 | 73.9 | |
| CRAFTVenue=CVPR19, Training Data (Pub)=false, Training Data (HierText)=false2022.03 | 80.6 | 68.2 | 73.9 | |
| SCUT_DLVClab12018.02 | 80.3 | 54.5 | 65 | |
| SCUT DLVClab1multi-scale test=false2018.11 | 80.3 | 54.5 | 65 | |
| SCUT_DLVClab12018.01 | 80.28 | 54.54 | 64.96 | |
| SCUT DLVClab12018.06 | 80.28 | 54.54 | 64.96 | |
| SCUT DLVClab1External data=false2019.03 | 80.28 | 54.54 | 64.96 | |
| Nayef et al.Scale=Single scale2019.06 | 80.28 | 62.3 | 64.96 | |
| SCUT DLVClab12019.09 | 80.28 | 54.54 | 64.96 | |
| SCUT_DLVClab2019.10 | 80.28 | 54.54 | 64.96 | |
| SCUT_DLVClab1Scale=Single scale2019.12 | 80.28 | 62.3 | 64.96 | |
| SCUT DLVClab12018.11 | 80.2 | 54.5 | 64.9 | |
| PANmulti-scale testing=false, single-model=true2018.11 | 80 | 69.8 | 74.3 | |
| Huang et al.Multi-scale testing=false2019.03 | 80 | 69.8 | 74.3 | |
| e2e_ctc01_multi_scalemulti-scale=true2018.02 | 79.8 | 61.2 | 69.3 | |
| GNNetstesting mode=one-forward2019.09 | 79.63 | 70.06 | 74.54 | |
| Pixel-AnchorMulti-scale testing=false2019.03 | 79.54 | 59.54 | 68.1 | |
| Pixel-Anchor2019.09 | 79.54 | 59.54 | 68.1 | |
| FOTS (Detection Only)mode=detection-only2018.01 | 79.48 | 57.45 | 66.69 | |
| Unified DetectorMode=word, Training Data (Pub)=true, Training Data (HierText)=true2022.03 | 78.05 | 76.44 | 77.24 | |
| Unified DetectorMode=word, Training Data (Pub)=true, Training Data (HierText)=false2022.03 | 77.71 | 75.88 | 76.78 | |
| CharNetBackbone=ResNet-50, Inference Scale=Single Scale2019.10 | 77.07 | 70.1 | 73.42 | |
| PSENetOutput map scale=1/12018.06 | 77.01 | 68.4 | 72.45 | |
| PSENetMulti-scale testing=false2019.03 | 77.01 | 68.4 | 72.45 | |
| PSENetOutput map scale=1/22018.06 | 76.97 | 68.35 | 72.4 | |
| PSENet2019.09 | 76.97 | 68.35 | 72.4 | |
| PSENet (reimplemented)2019.09 | 75.99 | 69.75 | 72.74 | |
| PSENetOutput map scale=1/42018.06 | 75.98 | 67.56 | 71.52 | |
| PSENetBackbone=ResNet152, External data=false2019.03 | 75.35 | 69.18 | 72.13 | |
| PSENetVenue=CVPR19, Training Data (Pub)=false, Training Data (HierText)=false2022.03 | 75.3 | 69.2 | 72.2 | |
| Zhong et al.Scale=Single scale2019.06 | 75 | 66 | 70 | |
| AF-RNNScale=Single scale2019.12 | 75 | 66 | 70 | |
| Proposed Methodmulti-scale=true2018.02 | 74.3 | 70.6 | 72.4 | |
| Lyu et al.multi-scale test=true2018.11 | 74.3 | 70.6 | 72.4 | |
| Lyu et al.Multi-scale testing=true2019.03 | 74.3 | 70.6 | 72.4 | |
| Lyu et al.Scale=Single scale2019.12 | 74.3 | 70.6 | 72.4 | |
| PSENetBackbone=ResNet50, External data=false2019.03 | 73.77 | 68.21 | 70.88 | |
| SPCNETmulti-scale test=false2018.11 | 73.4 | 66.9 | 70 | |
| SARI_FDU_RRPN_V12018.02 | 71.2 | 55.5 | 62.4 | |
| SARI FDU RRPN V1multi-scale test=false2018.11 | 71.2 | 55.5 | 62.4 | |
| SARI_FDU_RRPN_v12018.01 | 71.17 | 55.5 | 62.37 | |
| SARI FDU RRPN v12018.06 | 71.17 | 55.5 | 62.37 | |
| SARI FDU RRPN v12018.11 | 71.17 | 55.5 | 62.3 | |
| SARI FDU RRPN v1External data=false2019.03 | 71.17 | 55.5 | 62.37 | |
| Ma et al.Scale=Single scale2019.06 | 71.17 | 55.5 | 62.37 | |
| SARI FDU RRPN v12019.09 | 71.17 | 55.5 | 62.37 | |
| SARI_FDU_RRPN2019.10 | 71.17 | 55.5 | 62.37 | |
| SARI FDU RRPN v1Scale=Single scale2019.12 | 71.17 | 55.5 | 62.37 | |
| Baselinemulti-scale test=false2018.11 | 69.2 | 62.2 | 65.5 | |
| SPCNETMulti-scale testing=true2019.03 | 68.6 | 80.6 | 74.1 | |
| TH-DL2018.02 | 67.8 | 34.8 | 46 | |
| TH-DLmulti-scale test=false2018.11 | 67.8 | 34.8 | 46 | |
| TH-DL2018.01 | 67.75 | 34.78 | 45.97 | |
| TH-DL2018.06 | 67.75 | 34.78 | 45.97 | |
| TH-DLExternal data=false2019.03 | 67.75 | 34.78 | 45.97 | |
| Nayef et al.Scale=Single scale2019.06 | 67.75 | 34.78 | 45.97 | |
| TH-DLScale=Single scale2019.12 | 67.75 | 34.78 | 45.97 | |
| Sensetime OCRScale=Single scale2019.12 | 67.75 | 69 | 68.37 | |
| SPCNETMulti-scale testing=false2019.03 | 66.9 | 73.4 | 70 | |
| EAST++2019.09 | 66.61 | 80.42 | 72.86 | |
| TDN_SJTU20172018.01 | 64.27 | 47.13 | 54.38 | |
| TDN SJTU20172018.06 | 64.27 | 47.13 | 54.38 | |
| TDN SJTU2017External data=false2019.03 | 64.27 | 47.13 | 54.38 | |
| TDN SJTU20172019.09 | 64.27 | 47.13 | 54.38 | |
| TDN SJTU20172018.11 | 64.2 | 47.1 | 54.3 | |
| Sensetime OCR2018.02 | 56.9 | 69.4 | 62.6 | |
| Sensetime OCRmulti-scale test=false2018.11 | 56.9 | 69.4 | 62.6 | |
| Ma et al.Scale=Single scale2019.06 | 55 | 67 | 61 | |
| SARI FDU RRPN v2Scale=Single scale2019.12 | 55 | 67 | 61 | |
| linkage-ER-Flow2018.01 | 44.48 | 25.59 | 32.49 | |
| linkage-ER-Flow2018.06 | 44.48 | 25.59 | 32.49 | |
| linkage-ER-FlowExternal data=false2019.03 | 44.48 | 25.59 | 32.49 | |
| Nayef et al.Scale=Single scale2019.06 | 44.48 | 25.59 | 32.49 |