Text Classification on LRA-Text byte-IMDB (val)
82.8AccuracyS4D-Lin
Evaluation results
| Method | Links | |
|---|---|---|
| S4D-LinSequence Length (L)=1024, Parameters (M)=3.2, Model Dimension=256, Depth=8, Epochs=50, Seed=single2026.06 | 82.8 | |
| YB-MixerSequence Length (L)=1024, Parameters (M)=2.5, Model Dimension=256, Depth=8, Epochs=50, Seed=single2026.06 | 79.4 | |
| LRUSequence Length (L)=1024, Parameters (M)=2.4, Model Dimension=256, Depth=8, Epochs=50, Seed=single2026.06 | 67.7 | |
| FNetSequence Length (L)=1024, Parameters (M)=2.4, Model Dimension=256, Depth=8, Epochs=50, Seed=single2026.06 | 63.6 | |
| TransformerSequence Length (L)=1024, Parameters (M)=4.4, Model Dimension=256, Depth=8, Epochs=50, Seed=single2026.06 | 62.5 |