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Browse SoTA
> Time Series
Time Series
178 benchmarks • 87 tasks • 146 datasets • 3315 papers with code
Classification
Classification
325 benchmarks
2947 papers with code
Text Classification
220 benchmarks
987 papers with code
Graph Classification
64 benchmarks
349 papers with code
Medical Image Classification
3 benchmarks
97 papers with code
Plant Phenotyping
21 papers with code
See all 17 tasks
Time Series Analysis
Time Series Analysis
41 benchmarks
1822 papers with code
Time Series Forecasting
34 benchmarks
295 papers with code
Time Series Prediction
2 benchmarks
96 papers with code
Data Compression
73 papers with code
Model Optimization
69 papers with code
See all 13 tasks
Action Detection
Action Detection
52 benchmarks
215 papers with code
Skeleton Based Action Recognition
34 benchmarks
158 papers with code
Human Activity Recognition
1 benchmark
112 papers with code
Online Action Detection
2 benchmarks
16 papers with code
Audio-Visual Active Speaker Detection
1 benchmark
9 papers with code
See all 9 tasks
Time Series Forecasting
Time Series Forecasting
34 benchmarks
295 papers with code
Multivariate Time Series Forecasting
7 benchmarks
73 papers with code
Probabilistic Time Series Forecasting
3 benchmarks
20 papers with code
Univariate Time Series Forecasting
2 benchmarks
15 papers with code
New Product Sales Forecasting
2 benchmarks
3 papers with code
See all 7 tasks
Electroencephalogram (EEG)
Electroencephalogram (EEG)
9 benchmarks
317 papers with code
Eeg Decoding
1 benchmark
15 papers with code
EEG Denoising
3 papers with code
Attention Score Prediction
1 benchmark
2 papers with code
Semanticity prediction
2 benchmarks
2 papers with code
See all 7 tasks
Trajectory Prediction
Trajectory Prediction
33 benchmarks
210 papers with code
Trajectory Forecasting
4 benchmarks
66 papers with code
Human motion prediction
54 papers with code
Imputation
Imputation
12 benchmarks
282 papers with code
Multivariate Time Series Imputation
8 benchmarks
19 papers with code
Time Series Classification
Time Series Classification
39 benchmarks
212 papers with code
Semi-supervised time series classification
4 papers with code
Classification on Time Series with Missing Data
2 papers with code
Activity Prediction
motion prediction
162 papers with code
Sequential skip prediction
1 benchmark
4 papers with code
Edge-computing
Edge-computing
129 papers with code
Device-Cloud Collaboration
1 papers with code
Tiling & Deployment
1 papers with code
Traffic Prediction
Traffic Prediction
31 benchmarks
95 papers with code
Traffic Data Imputation
2 benchmarks
12 papers with code
Dynamic Time Warping
Dynamic Time Warping
103 papers with code
Time Series Prediction
Time Series Prediction
2 benchmarks
96 papers with code
Stock Market Prediction
Stock Market Prediction
13 benchmarks
30 papers with code
Stock Prediction
2 benchmarks
25 papers with code
Stock Price Prediction
1 benchmark
24 papers with code
Stock Trend Prediction
8 benchmarks
9 papers with code
Weather Forecasting
Weather Forecasting
3 benchmarks
77 papers with code
Solar Irradiance Forecasting
1 benchmark
7 papers with code
Change Point Detection
Change Point Detection
3 benchmarks
73 papers with code
Video Quality Assessment
Video Quality Assessment
9 benchmarks
68 papers with code
Time Series Anomaly Detection
Time Series Anomaly Detection
53 papers with code
Mathematical Question Answering
Math Word Problem Solving
9 benchmarks
42 papers with code
Spatio-Temporal Forecasting
Spatio-Temporal Forecasting
32 papers with code
Human Behavior Forecasting
2 papers with code
Portfolio Optimization
Portfolio Optimization
34 papers with code
Stock Trend Prediction
Stock Market Prediction
13 benchmarks
30 papers with code
Time Series Clustering
Time Series Clustering
1 benchmark
29 papers with code
Time Series Regression
Time Series Regression
1 benchmark
25 papers with code
COVID-19 Modelling
1 benchmark
2 papers with code
energy management
energy management
24 papers with code
energy trading
2 papers with code
Irregular Time Series
Irregular Time Series
24 papers with code
Activity Recognition In Videos
Activity Prediction
2 benchmarks
21 papers with code
Multimodal Association
multimodal generation
1 benchmark
14 papers with code
Multimodal Association
1 benchmark
3 papers with code
Algorithmic Trading
Algorithmic Trading
16 papers with code
Eeg Decoding
Eeg Decoding
1 benchmark
15 papers with code
Predictive Process Monitoring
Predictive Process Monitoring
15 papers with code
Non-Intrusive Load Monitoring
Non-Intrusive Load Monitoring
13 papers with code
Time-to-Event Prediction
Time-to-Event Prediction
12 papers with code
Sleep Staging
EEG based sleep staging
6 papers with code
ECG based Sleep Staging
2 papers with code
W-R-L-D Sleep Staging
1 benchmark
1 papers with code
W-R-N Sleep Staging
1 benchmark
1 papers with code
Fire Detection
Fire Detection
1 benchmark
10 papers with code
Video Prediction
Earth Surface Forecasting
2 benchmarks
5 papers with code
Predict Future Video Frames
4 papers with code
Solar Flare Prediction
Solar Flare Prediction
9 papers with code
Trajectory Modeling
Trajectory Modeling
1 benchmark
8 papers with code
Sequential Bayesian Inference
Sequential Bayesian Inference
7 papers with code
Intelligent Communication
Intelligent Communication
6 papers with code
Remaining Useful Lifetime Estimation
Remaining Useful Lifetime Estimation
2 benchmarks
6 papers with code
Unsupervised Spatial Clustering
Unsupervised Spatial Clustering
6 papers with code
Stock Prediction
Text-Based Stock Prediction
3 papers with code
Event-Driven Trading
1 papers with code
PAIR TRADING
2 benchmarks
1 papers with code
Semi-supervised time series classification
Semi-supervised time series classification
4 papers with code
Phonocardiogram Classification
Classify murmurs
1 benchmark
2 papers with code
Phonocardiogram Classification
1 benchmark
1 papers with code
Automatic Modulation Recognition
Automatic Modulation Recognition
3 papers with code
Social Media Popularity Prediction
Social Media Popularity Prediction
1 benchmark
3 papers with code
Time Series Alignment
Time Series Alignment
3 papers with code
Time Series Averaging
Time Series Averaging
3 papers with code
Classification on Time Series with Missing Data
Classification on Time Series with Missing Data
2 papers with code
Clustering Multivariate Time Series
Clustering Multivariate Time Series
2 papers with code
Predict clinical outcome
Predict clinical outcome
1 benchmark
2 papers with code
Short-observation new product sales forecasting
Short-observation new product sales forecasting
1 benchmark
2 papers with code
Sleep spindles detection
Sleep spindles detection
1 benchmark
2 papers with code
Tropical Cyclone Intensity Forecasting
Tropical Cyclone Intensity Forecasting
2 papers with code
Tropical Cyclone Track Forecasting
Tropical Cyclone Track Forecasting
2 papers with code
Computing Characateristic Functions
Computing Characateristic Functions
1 papers with code
Exponential degradation
Exponential degradation
1 papers with code
Human Behavior Forecasting
Social Cue Forecasting
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
Robust Traffic Prediction
Robust Traffic Prediction
1 papers with code
Seismic source localization
Seismic source localization
1 papers with code
Time Series Denoising
Time Series Denoising
1 papers with code
Wearable Activity Recognition
Wearable Activity Recognition
1 papers with code
