Phoneme Classification on LibriBrain (test)
64.09F1-macroMEGConformer
Evaluation Results
| Method | Links | |
|---|---|---|
| MEGConformerTraining Epochs=362026.04 | 64.09 | |
| CNNLabel-Balancing=True, Repeat=x10, Normalization=InstanceNorm2026.04 | 60.95 | |
| CNN-TransformerNormalization=InstanceNorm2026.04 | 55.87 | |
| MEGConformerTraining Epochs=102026.04 | 49.99 | |
| CNNLabel-Balancing=True, Repeat=x102026.04 | 47.47 | |
| CNNNormalization=LayerNorm2026.04 | 43.17 | |
| CNNGroup Averaging=False2026.04 | 39.53 | |
| CNNAugmentation=True2026.04 | 34.03 | |
| CNN-Transformer2026.04 | 30.7 | |
| STFT CNNNfft=25, H=5, Normalization=InstanceNorm2026.04 | 25.9 | |
| STFT CNNNfft=25, H=52026.04 | 15.91 | |
| CNN-TransformerLabel Space=Ternary PanPhon2026.04 | 3.33 | |
| CNNLabel Space=Dist. Mapper2026.04 | 0.06 |