TS-TCC

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

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

Medical2 results

Automatic Sleep Stage ClassificationonSleep-EDF
Accuracy· 2021-06-26
83
best: 84.4 (multi-head attention)
SOTA
Time-Series Representation Learning via Temporal and Contextual Contrasting arXiv:2106.14112
Epilepsy PredictiononEpilepsy seizure prediction
1:1 Accuracy· 2021-06-26
97.23
SOTA
Time-Series Representation Learning via Temporal and Contextual Contrasting arXiv:2106.14112

Robots1 result

Activity RecognitiononHAR
1:1 Accuracy· 2021-06-26
90.37
SOTA
Time-Series Representation Learning via Temporal and Contextual Contrasting arXiv:2106.14112