Document Classification on R8 (test)
97.2AccuracySGC
Evaluation Results
| Method | Links | |
|---|---|---|
| SGCTime (seconds)=1.90 ± 0.03, K=22019.02 | 97.2 | |
| Text GCN2018.09 | 97.07 | |
| GCNTime (seconds)=129.6 ± 9.92019.02 | 97 | |
| Graph-CNN-C2018.09 | 96.99 | |
| Graph-CNN-F2018.09 | 96.89 | |
| Graph-CNN-S2018.09 | 96.8 | |
| PTE2018.09 | 96.69 | |
| Bi-LSTM2018.09 | 96.31 | |
| fastTextN-grams=unigrams2018.09 | 96.13 | |
| LSTMInitialization=pre-trained GloVe2018.09 | 96.09 | |
| CNNInitialization=pre-trained GloVe2018.09 | 95.71 | |
| SWEM2018.09 | 95.32 | |
| fastTextN-grams=bigrams2018.09 | 94.74 | |
| CNNInitialization=random2018.09 | 94.02 | |
| TF-IDF + LR2018.09 | 93.74 | |
| LSTMInitialization=random2018.09 | 93.68 | |
| LEAM2018.09 | 93.31 | |
| PV-DBOW2018.09 | 85.87 | |
| PV-DM2018.09 | 52.07 |