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Browse SoTA
> Time Series
Time Series
108 benchmarks • 53 tasks • 72 datasets • 1532 papers with code
Time Series
Time Series
3 benchmarks
943 papers with code
Time Series Forecasting
Time Series Forecasting
21 benchmarks
108 papers with code
Multivariate Time Series Forecasting
6 benchmarks
27 papers with code
Probabilistic Time Series Forecasting
3 benchmarks
8 papers with code
Univariate Time Series Forecasting
2 benchmarks
7 papers with code
COVID-19 Tracking
1 papers with code
Imputation
Imputation
10 benchmarks
137 papers with code
Multivariate Time Series Imputation
7 benchmarks
13 papers with code
EEG
EEG
7 benchmarks
143 papers with code
Attention Score Prediction
1 benchmark
2 papers with code
LWR Classification
1 benchmark
1 papers with code
Noise Level Prediction
1 benchmark
1 papers with code
Semanticity prediction
1 benchmark
1 papers with code
See all 6 tasks
Trajectory Prediction
Trajectory Prediction
24 benchmarks
86 papers with code
Trajectory Forecasting
3 benchmarks
28 papers with code
Human motion prediction
23 papers with code
Time Series Classification
Time Series Classification
25 benchmarks
110 papers with code
Dynamic Time Warping
Dynamic Time Warping
63 papers with code
Activity Prediction
motion prediction
49 papers with code
Sequential skip prediction
4 papers with code
Time Series Prediction
Time Series Prediction
2 benchmarks
51 papers with code
Edge-computing
Edge-computing
1 benchmark
50 papers with code
Time Series Analysis
Time Series Analysis
50 papers with code
Stock Market Prediction
Stock Market Prediction
4 benchmarks
21 papers with code
Stock Price Prediction
1 benchmark
12 papers with code
Stock Prediction
9 papers with code
Stock Trend Prediction
1 benchmark
5 papers with code
Traffic Prediction
Traffic Prediction
4 benchmarks
34 papers with code
Traffic Data Imputation
4 papers with code
Change Point Detection
Change Point Detection
2 benchmarks
37 papers with code
Portfolio Optimization
Portfolio Optimization
18 papers with code
Time Series Clustering
Time Series Clustering
1 benchmark
17 papers with code
Video Quality Assessment
Video Quality Assessment
15 papers with code
Spatio-Temporal Forecasting
Spatio-Temporal Forecasting
14 papers with code
Time Series Regression
Time Series Regression
1 benchmark
9 papers with code
COVID-19 Modelling
1 benchmark
1 papers with code
Irregular Time Series
Irregular Time Series
9 papers with code
Mathematical Question Answering
Math Word Problem Solving
3 benchmarks
9 papers with code
Non-Intrusive Load Monitoring
Non-Intrusive Load Monitoring
9 papers with code
Predictive Process Monitoring
Predictive Process Monitoring
9 papers with code
Video Prediction
Predict Future Video Frames
3 papers with code
Earth Surface Forecasting
2 papers with code
Eeg Decoding
Eeg Decoding
5 papers with code
Sequential Bayesian Inference
Sequential Bayesian Inference
5 papers with code
Time-to-Event Prediction
Time-to-Event Prediction
5 papers with code
Time Series Averaging
Time Series Averaging
3 papers with code
Trajectory Modeling
Trajectory Modeling
1 benchmark
2 papers with code
Unsupervised Spatial Clustering
Unsupervised Spatial Clustering
2 papers with code
Clustering Multivariate Time Series
Clustering Multivariate Time Series
1 papers with code
Exponential degradation
Exponential degradation
1 papers with code
Lip Reading
Lip password classification
1 benchmark
1 papers with code
Moving Point Cloud Processing
Moving Point Cloud Processing
1 papers with code
Seismic source localization
Seismic source localization
1 papers with code
Sleep spindles detection
Sleep spindles detection
1 benchmark
1 papers with code
Time Series Alignment
Time Series Alignment
1 papers with code
Time Series Denoising
Time Series Denoising
1 papers with code