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Model family

Other / unclassified

These records do not fit one of the four primary roles, or have not been reviewed yet. They include synthetic-data generators, signal tokenizers, benchmark baselines and announced models with too little detail to classify.

Models
79
Open weights
20
Benchmarks
12+
Years
18–27
  • ECG · 25
  • PPG · 23
  • IMU · 18
  • EEG · 15
  • Text · 10
  • RGB · 6

79 other / unclassified models

Newest first · one primary role per record

Where these models are benchmarked

All leaderboards

Datasets these models use

All datasets

Families are editorial primary-role groupings reviewed against each model record, not an architecture taxonomy. A model appears in one family even when it could fit more than one. Diagrams are conceptual.

Other families

All 162 models

Flow previews are paused. Each diagram shows the complete process.

0143 modelsSignal encodersEncode a waveform into features for downstream tasks.Explore models0222 modelsMultimodalLearn relationships across pulse, heart and motion signals.Explore models0316 modelsSensor–languageAlign recordings with text for retrieval or interpretation.Explore models042 modelsForecastingUse past measurements to estimate what may come next.Explore models

Conceptual diagrams, not model architectures. One primary role per record; families can overlap.

Other / unclassified 79