Sequence Classification on charIMDB
66.1AccuracyTransEvolve-randomFF-2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TransEvolve-randomFF-2hidden size=256, configuration=randomFF-22021.09 | 66.1 | 1.1 | 1.2 | 1.2 | 1.1 | |
| Random Feature Attention (RFA)2021.09 | 66 | 1.1 | 1.7 | 3.4 | 5.3 | |
| Linear attention2021.09 | 65.9 | 1.1 | 1.9 | 3.7 | 5.6 | |
| TransEvolve-fullFF-1hidden size=256, configuration=fullFF-12021.09 | 65.7 | 1.2 | 1.2 | 1.2 | 1.1 | |
| TransEvolve-fullFF-2hidden size=256, configuration=fullFF-22021.09 | 65.6 | 1.1 | 1.1 | 1 | 1.1 | |
| Performers2021.09 | 65.4 | 1.2 | 1.9 | 3.8 | 5.7 | |
| TransEvolve-randomFF-1hidden size=256, configuration=randomFF-12021.09 | 65.3 | 1.2 | 1.3 | 1.2 | 1.2 | |
| Transformerhidden size=5122021.09 | 64.3 | 1 | 1 | 1 | 1 | |
| Big Bird2021.09 | 64 | 0.9 | 0.8 | 1.2 | 1.1 | |
| Sinkhorn2021.09 | 63.6 | 1.1 | 1.6 | 2.9 | 3.8 | |
| Synthesizer2021.09 | 61.7 | 1.1 | 1.2 | 2.9 | 1.4 | |
| Reformer2021.09 | 56.1 | 0.5 | 0.4 | 0.7 | 0.8 | |
| Linformer2021.09 | 53.9 | 1.2 | 1.9 | 3.7 | 5.5 |