Text Classification on LRA Text Classification reimplementation (test)
0.65Running Time (Hours)Linformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Linformer2021.10 | 0.65 | 0.99 | |
| Nystromformer2021.10 | 0.71 | 1.21 | |
| Performer2021.10 | 0.77 | 1.09 | |
| Reformer2021.10 | 0.94 | 1.61 | |
| Skyformer2021.10 | 1.02 | 1.59 | |
| Informer2021.10 | 1.6 | 5.12 | |
| BigBird2021.10 | 2 | 2.83 | |
| Kernelized Attention2021.10 | 3.91 | 5.73 | |
| Self-Attention2021.10 | 4.3 | 10.37 |