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Models/AFVF

AFVF

Reported on 12 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Time Series8 results

  • Action DetectiononPAMAP2
    Accuracy· 2023-12-01
    0.9672
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Action DetectiononPAMAP2
    Macro F1· 2023-12-01
    0.9665
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Action DetectiononHAR
    Accuracy· 2023-12-01
    0.9861
    best: 0.9952 (LMSS)
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Action DetectiononHAR
    Macro-F1· 2023-12-01
    0.9865
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Human Activity RecognitiononPAMAP2
    Accuracy· 2023-12-01
    0.9672
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Human Activity RecognitiononPAMAP2
    Macro F1· 2023-12-01
    0.9665
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Human Activity RecognitiononHAR
    Accuracy· 2023-12-01
    0.9861
    best: 0.9952 (LMSS)
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Human Activity RecognitiononHAR
    Macro-F1· 2023-12-01
    0.9865
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185

Robots4 results

  • Activity RecognitiononPAMAP2
    Accuracy· 2023-12-01
    0.9672
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Activity RecognitiononPAMAP2
    Macro F1· 2023-12-01
    0.9665
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Activity RecognitiononHAR
    Accuracy· 2023-12-01
    0.9861
    best: 0.9952 (LMSS)
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185
  • Activity RecognitiononHAR
    Macro-F1· 2023-12-01
    0.9865
    SOTA
    Virtual Fusion with Contrastive Learning for Single Sensor-based Activity RecognitionarXiv:2312.02185