TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Liquid-S4

Liquid-S4

Reported on 7 benchmarks across 7 tasks · 1 paper · 7 SOTA

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

Medical4 results

  • ECG ClassificationonBIDMC
    MAE [bpm, session-wise]· 2022-09-26
    0.303
    SOTA
    Liquid Structural State-Space ModelsarXiv:2209.12951
  • Photoplethysmography (PPG)onBIDMC
    MAE [bpm, session-wise]· 2022-09-26
    0.303
    SOTA
    Liquid Structural State-Space ModelsarXiv:2209.12951
  • Biomedical Information RetrievalonBIDMC
    MAE [bpm, session-wise]· 2022-09-26
    0.066
    SOTA
    Liquid Structural State-Space ModelsarXiv:2209.12951
  • Blood pressure estimationonBIDMC
    MAE [bpm, session-wise]· 2022-09-26
    0.303
    SOTA
    Liquid Structural State-Space ModelsarXiv:2209.12951

Methodology2 results

  • Electrocardiography (ECG)onBIDMC
    MAE [bpm, session-wise]· 2022-09-26
    0.303
    SOTA
    Liquid Structural State-Space ModelsarXiv:2209.12951
  • Medical waveform analysisonBIDMC
    MAE [bpm, session-wise]· 2022-09-26
    0.303
    SOTA
    Liquid Structural State-Space ModelsarXiv:2209.12951

Audio1 result

  • Speech RecognitiononSpeech Commands
    Accuracy (%)· 2022-09-26
    98.51
    best: 98.53 (Centaurus)
    SOTA
    Liquid Structural State-Space ModelsarXiv:2209.12951