Hierarchical Text Classification on Yelp (test)
69.7Micro-F1HiLAP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HiLAPBase Model=HAN, Method Type=Local & Global2019.08 | 69.7 | 38.1 | 72.4 | |
| HiLAPBase Model=bow-CNN, Method Type=Local & Global2019.08 | 68.9 | 42.8 | 71.5 | |
| TD-SVMMethod Type=Local & Global2019.08 | 67.2 | 40.5 | 67.8 | |
| SVMMethod Type=Flat2019.08 | 66.9 | 36.3 | 68 | |
| HANMethod Type=Flat2019.08 | 66.7 | 29 | 67.9 | |
| HMCNMethod Type=Local & Global2019.08 | 66.4 | 42.7 | 67.6 | |
| HiLAPBase Model=TextCNN, Method Type=Local & Global2019.08 | 65.5 | 37.3 | 68.4 | |
| bow-CNNMethod Type=Flat2019.08 | 63.6 | 23.9 | 63.9 | |
| TextCNNMethod Type=Flat2019.08 | 62.8 | 27.3 | 63.1 | |
| TextCNN-Flatbase_model=TextCNN, architecture=flat2021.01 | 62.8 | 27.3 | — | |
| HIDDEN_fltbase_model=TextCNN, architecture=flat baseline2021.01 | 62.5 | 37.9 | — | |
| HIDDEN_jntbase_model=TextCNN, architecture=joint2021.01 | 60.8 | 35.6 | — | |
| HIDDEN_casbase_model=TextCNN, architecture=cascaded2021.01 | 60.5 | 33.9 | — |