Hierarchical sequence classification on Custom Sequence Dataset (L=64, Noise=0.3)
30.1AccuracyTransformer
Evaluation results
| Method | Links | |
|---|---|---|
| TransformerParameters=403,348, Rel. Size=9.7x2026.01 | 30.1 | |
| RSGN+HebbianParameters=41,672, Rel. Size=1.0x2026.01 | 23.8 | |
| RSGNParameters=41,672, Rel. Size=1.0x2026.01 | 23.8 | |
| LSTMParameters=566,292, Rel. Size=13.6x2026.01 | 18.1 | |
| MLPParameters=281,364, Rel. Size=6.8x2026.01 | 16 | |
| Sparse TransformerParameters=403,348, Rel. Size=9.7x2026.01 | 15.9 |