Handwritten Mathematical Expression Recognition on CROHME 2016
64.17Expression RateNAMER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NAMERAug=Yes2024.07 | 64.17 | 76.11 | 83.26 | |
| ProposalResolution=224×224, Training=MathWriting2026.02 | 63.23 | 75.08 | 80.46 | |
| GCNAug=Yes, Extra information=true2024.07 | 62.51 | — | — | |
| TAMERResolution=Variable, Training=CROHME2026.02 | 60.26 | 76.91 | 84.05 | |
| NAMERAug=No2024.07 | 60.24 | 73.5 | 80.21 | |
| COMERAug=Yes, Reproduced=true2024.07 | 60.06 | — | — | |
| CAN-ABMAug=Yes, Reproduced=true2024.07 | 59.81 | — | — | |
| COMERAug=Yes2024.07 | 59.81 | 74.37 | 80.3 | |
| CoMERResolution=Variable, Training=CROHME2026.02 | 59.81 | 74.37 | 80.3 | |
| ICAL†Resolution=224×224, Training=MathWriting2026.02 | 59.02 | 69.14 | 73.06 | |
| GCNAug=No, Extra information=true2024.07 | 58.94 | — | — | |
| ICALResolution=Variable, Training=CROHME2026.02 | 58.79 | 76.06 | 83.38 | |
| COMERAug=No, Reproduced=true2024.07 | 57.89 | — | — | |
| Ding et al.Aug=Yes2024.07 | 57.72 | 70.01 | 76.37 | |
| SAM-CANAug=No2024.07 | 56.67 | — | — | |
| BTTRAug=Yes, Reproduced=true2024.07 | 56.58 | 68.88 | 74.19 | |
| CAN-ABMAug=No2024.07 | 56.15 | 72.71 | 80.3 | |
| CAN-ABMResolution=Variable, Training=CROHME2026.02 | 56.15 | 72.71 | 80.3 | |
| CAN-DWAPResolution=Variable, Training=CROHME2026.02 | 56.06 | 71.49 | 79.51 | |
| CoMER†Resolution=224×224, Training=MathWriting2026.02 | 56.06 | 65.13 | 69.83 | |
| TD-V2Aug=No2024.07 | 55.18 | — | — | |
| SANAug=No2024.07 | 53.6 | 69.6 | 76.8 | |
| SANResolution=Variable, Training=CROHME2026.02 | 53.6 | 69.6 | 76.8 | |
| ABMAug=No2024.07 | 52.92 | 69.66 | 78.73 | |
| BTTR†Resolution=224×224, Training=MathWriting2026.02 | 52.66 | 63.56 | 68.7 | |
| TSDNetAug=No2024.07 | 52.48 | 68.26 | 73.41 | |
| BTTRAug=No2024.07 | 52.31 | 63.9 | 68.61 | |
| BTTRResolution=Variable, Training=CROHME2026.02 | 52.31 | 63.9 | 68.61 | |
| WS-WAPAug=No2024.07 | 51.96 | 64.34 | 70.1 | |
| SSDAug=No2024.07 | 51.7 | 64.7 | 70.1 | |
| DWAP-MSAAug=No2024.07 | 50.1 | 63.8 | 67.4 | |
| PAL-V2Aug=No2024.07 | 49.61 | 64.08 | 70.27 | |
| TreeDecoderAug=No2024.07 | 48.5 | 62.3 | 65.3 | |
| DWAP-TDResolution=Variable, Training=CROHME2026.02 | 48.5 | 62.3 | 65.3 | |
| DWAPAug=No2024.07 | 47.5 | — | — | |
| DLAAug=No2024.07 | 47.34 | — | — | |
| TAPAug=No, Extra information=true2024.07 | 44.81 | 59.72 | 62.77 | |
| WAPAug=No2024.07 | 44.55 | 57.1 | 61.55 | |
| WAPResolution=Variable, Training=CROHME2026.02 | 44.55 | 57.1 | 61.55 | |
| TOKYOAug=No2024.07 | 43.94 | 50.91 | 53.7 |