All Competitors

Every biological foundation model, evaluated and ranked by the bio.rodeo team

Showing 1–4 of 4 filtered models

  • SensorLM

    —58—
    Google Research +2 othersJune 10, 2025activity_recognitioncontrastive_learningcross_modal_retrieval+6

    Sensor-language foundation models aligning wearable biosignals with text for zero-shot activity recognition, retrieval, and sensor captioning.

    BiosignalsLanguage model
    41Openness

  • Apple Wearable Accelerometer Foundation Model

    —16—
    AppleDecember 15, 2024activity_recognitionbiomarker_predictioncardiovascular_health+6

    Wearable accelerometry foundation model distilled from a PPG encoder, predicting cardiovascular and health biomarkers from motion signals alone.

    Biosignals
    5Openness

  • RelCon

    3430—
    Apple +2 othersNovember 27, 2024activity_recognitioncnncontrastive_learning+4

    Motion foundation model for wearable accelerometry, trained with relative contrastive learning on 1B segments from 87,376 participants.

    Biosignals
    48Openness

  • LSM (Large Sensor Model)

    —70—
    Google ResearchOctober 17, 2024activity_recognitionfoundation_modelgenerative_modeling+5

    Wearable sensor foundation model pretrained on heart rate, accelerometer, skin temperature and other channels for activity recognition and imputation.

    Biosignals
    7Openness