Epoch Cross-Modal Transformer

Reported on 3 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Automatic Sleep Stage ClassificationonSleep-EDF
Accuracy· 2022-08-15
80.8
best: 84.4 (multi-head attention)
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers arXiv:2208.06991
Automatic Sleep Stage ClassificationonSleep-EDF
Cohen’s Kappa score· 2022-08-15
0.736
best: 0.785 (Sequence Cross-Modal Transformer-15)
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers arXiv:2208.06991
Automatic Sleep Stage ClassificationonSleep-EDF
Number of parameters (M)· 2022-08-15
0.32
best: 4.05 (Sequence Cross-Modal Transformer-15)
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers arXiv:2208.06991