Document Classification on IMDb (test)
95.17AccuracyHAHNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HAHNNvariant=TCN2019.01 | 95.17 | — | |
| HAHNNvariant=CNN2019.01 | 92.26 | — | |
| CNN2019.01 | 91.34 | — | |
| HN-ATT2019.01 | 89.02 | — | |
| VDNN2019.01 | 79.47 | — | |
| Hi-Transformer2021.06 | 53.78 | 44.54 | |
| HI-BERT2021.06 | 52.96 | 43.84 | |
| BigBird2021.06 | 52.87 | 43.79 | |
| Longformer2021.06 | 52.33 | 43.51 | |
| Transformermax sequence length=5122021.06 | 51.98 | 42.76 |