All Competitors

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

Showing 1–4 of 4 filtered models

  • SensorLM

    —47—
    Google Research +2 othersJune 10, 2025activity_recognitioncontrastive_learningcross_modal_retrieval+8

    A family of sensor-language foundation models from Google that aligns wearable biosignals with natural language for zero-shot recognition, retrieval, and captioning.

    BiosignalsLanguage model
    41Openness

  • Apple Wearable Accelerometer Foundation Model

    —16—
    AppleDecember 15, 2024activity_recognitionbiomarker_predictioncardiovascular_health+6

    Accelerometry foundation model distilled from PPG encoders on 20M minutes of wearable data to predict health biomarkers from any motion-sensing device.

    Biosignals
    5Openness

  • RelCon

    3126—
    Apple +2 othersNovember 27, 2024activity_recognitioncnncontrastive_learning+6

    A self-supervised motion foundation model for wearable accelerometry, trained with relative contrastive learning on 1B segments from 87,376 participants.

    Biosignals
    48Openness

  • LSM (Large Sensor Model)

    —57—
    Google ResearchOctober 17, 2024activity_recognitionfoundation_modelgenerative_modeling+5

    A multimodal wearable foundation model trained on 40M hours of six-sensor data from 165K+ people, establishing scaling laws for physiological sensor signals.

    Biosignals
    7Openness