TTM

Reported on 3 benchmarks across 3 tasks · 2 papers · 1 SOTA

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

Time Series3 results

Action DetectiononCharades
mAP· 2022-11-16
28.79
SOTA
Token Turing Machines arXiv:2211.09119
Time Series ForecastingonETTh1 (96) Multivariate
MSE· 2024-01-08
0.36
best: 0.341 (SegRNN)
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series arXiv:2401.03955
Time Series AnalysisonETTh1 (96) Multivariate
MSE· 2024-01-08
0.36
best: 0.341 (SegRNN)
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series arXiv:2401.03955