Browse State-of-the-Art
Datasets
Methods
More
Newsletter
RC2022
About
Trends
Portals
Libraries
Sign In
Subscribe to the PwC Newsletter
×
Stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets.
Read previous issues
Join the community
×
You need to
log in
to edit.
You can
create a new account
if you don't have one.
Browse SoTA
> Time Series
Time Series
258 benchmarks • 102 tasks • 185 datasets • 4827 papers with code
Classification
Classification
326 benchmarks
3246 papers with code
Text Classification
180 benchmarks
1105 papers with code
Graph Classification
69 benchmarks
381 papers with code
Audio Classification
23 benchmarks
131 papers with code
Medical Image Classification
8 benchmarks
122 papers with code
See all 19 tasks
Time Series Analysis
Time Series Analysis
97 benchmarks
1880 papers with code
Time Series Forecasting
86 benchmarks
399 papers with code
Time Series Prediction
2 benchmarks
111 papers with code
Data Compression
92 papers with code
Model Optimization
87 papers with code
See all 13 tasks
Activity Recognition
Action Recognition
141 benchmarks
883 papers with code
Activity Recognition
171 benchmarks
254 papers with code
Human Activity Recognition
4 benchmarks
136 papers with code
Egocentric Activity Recognition
2 benchmarks
14 papers with code
Group Activity Recognition
2 benchmarks
14 papers with code
See all 12 tasks
Action Recognition
Action Recognition
141 benchmarks
883 papers with code
Action Recognition In Videos
23 benchmarks
64 papers with code
3D Action Recognition
46 benchmarks
34 papers with code
Self-Supervised Action Recognition
6 benchmarks
34 papers with code
Few Shot Action Recognition
4 benchmarks
25 papers with code
See all 15 tasks
Computational Efficiency
Computational Efficiency
846 papers with code
Electroencephalogram (EEG)
EEG
395 papers with code
Electroencephalogram (EEG)
9 benchmarks
333 papers with code
Eeg Decoding
1 benchmark
15 papers with code
EEG Denoising
4 papers with code
Attention Score Prediction
1 benchmark
2 papers with code
See all 8 tasks
Action Detection
Action Detection
57 benchmarks
233 papers with code
Skeleton Based Action Recognition
34 benchmarks
175 papers with code
Human Activity Recognition
4 benchmarks
136 papers with code
Online Action Detection
3 benchmarks
18 papers with code
Audio-Visual Active Speaker Detection
2 benchmarks
10 papers with code
See all 9 tasks
Time Series Forecasting
Time Series Forecasting
86 benchmarks
399 papers with code
Multivariate Time Series Forecasting
8 benchmarks
95 papers with code
Probabilistic Time Series Forecasting
3 benchmarks
29 papers with code
Univariate Time Series Forecasting
3 benchmarks
20 papers with code
New Product Sales Forecasting
2 benchmarks
3 papers with code
See all 7 tasks
EEG
EEG
395 papers with code
Trajectory Prediction
Trajectory Prediction
33 benchmarks
252 papers with code
Trajectory Forecasting
4 benchmarks
73 papers with code
Human motion prediction
59 papers with code
Out-of-Sight Trajectory Prediction
1 papers with code
Imputation
Imputation
12 benchmarks
334 papers with code
Multivariate Time Series Imputation
8 benchmarks
21 papers with code
Time Series Classification
Time Series Classification
51 benchmarks
243 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
185 papers with code
Cyber Attack Detection
6 papers with code
Sequential skip prediction
1 benchmark
4 papers with code
Model Predictive Control
Model Predictive Control
162 papers with code
Edge-computing
Edge-computing
157 papers with code
Device-Cloud Collaboration
1 papers with code
Tiling & Deployment
1 papers with code
Traffic Prediction
Traffic Prediction
34 benchmarks
114 papers with code
Traffic Data Imputation
2 benchmarks
11 papers with code
Dynamic Time Warping
Dynamic Time Warping
113 papers with code
Time Series Prediction
Time Series Prediction
2 benchmarks
111 papers with code
Weather Forecasting
Weather Forecasting
3 benchmarks
101 papers with code
Solar Irradiance Forecasting
1 benchmark
9 papers with code
Stock Market Prediction
Stock Market Prediction
13 benchmarks
41 papers with code
Stock Prediction
2 benchmarks
26 papers with code
Stock Price Prediction
1 benchmark
26 papers with code
Stock Trend Prediction
8 benchmarks
10 papers with code
Video Quality Assessment
Video Quality Assessment
10 benchmarks
94 papers with code
Change Point Detection
Change Point Detection
3 benchmarks
84 papers with code
Time Series Anomaly Detection
Time Series Anomaly Detection
1 benchmark
78 papers with code
Mathematical Question Answering
Math Word Problem Solving
11 benchmarks
61 papers with code
Stock Trend Prediction
Stock Market Prediction
13 benchmarks
41 papers with code
Portfolio Optimization
Portfolio Optimization
37 papers with code
Spatio-Temporal Forecasting
Spatio-Temporal Forecasting
34 papers with code
Human Behavior Forecasting
2 papers with code
energy management
energy management
31 papers with code
energy trading
4 papers with code
Time Series Regression
Time Series Regression
4 benchmarks
29 papers with code
COVID-19 Modelling
1 benchmark
2 papers with code
Time Series Clustering
Time Series Clustering
1 benchmark
30 papers with code
Irregular Time Series
Irregular Time Series
28 papers with code
Multimodal Association
multimodal generation
1 benchmark
21 papers with code
Multimodal Association
1 benchmark
3 papers with code
Activity Recognition In Videos
Activity Prediction
2 benchmarks
24 papers with code
Predictive Process Monitoring
Predictive Process Monitoring
22 papers with code
Time Series Generation
Time Series Generation
22 papers with code
Algorithmic Trading
Algorithmic Trading
17 papers with code
Eeg Decoding
Eeg Decoding
1 benchmark
15 papers with code
Early Classification
Early Classification
1 benchmark
14 papers with code
Non-Intrusive Load Monitoring
Non-Intrusive Load Monitoring
14 papers with code
regression
Travel Time Estimation
1 benchmark
14 papers with code
Time-to-Event Prediction
Time-to-Event Prediction
13 papers with code
Sleep Staging
EEG based sleep staging
7 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
11 papers with code
Trajectory Modeling
Trajectory Modeling
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
Solar Irradiance Forecasting
Solar Irradiance Forecasting
1 benchmark
9 papers with code
Sequential Bayesian Inference
Sequential Bayesian Inference
8 papers with code
Chemical Process
Chemical Process
7 papers with code
Intelligent Communication
Intelligent Communication
7 papers with code
Stock Prediction
Text-Based Stock Prediction
4 papers with code
Event-Driven Trading
1 papers with code
PAIR TRADING
2 benchmarks
1 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
Transferability
Transferability
1 benchmark
5 papers with code
Automatic Modulation Recognition
Automatic Modulation Recognition
4 papers with code
Semi-supervised time series classification
Semi-supervised time series classification
4 papers with code
Time Series Alignment
Time Series Alignment
4 papers with code
Phonocardiogram Classification
Classify murmurs
1 benchmark
2 papers with code
Phonocardiogram Classification
1 benchmark
1 papers with code
Predict clinical outcome
Predict clinical outcome
1 benchmark
3 papers with code
Social Media Popularity Prediction
Social Media Popularity Prediction
1 benchmark
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
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
Anomaly Forecasting
Anomaly Forecasting
1 papers with code
Climate Projection
Climate Projection
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
Non-Adversarial Robustness
Non-Adversarial Robustness
1 papers with code
Quantum Circuit Generation
Quantum Circuit Generation
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
Computing Characateristic Functions
Computing Characateristic Functions
Topological Risk Measure
Topological Risk Measure
