Time Series
Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology
AI Model Performance Benchmarks
Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology
Time Series Prediction
50 papers | 2 benchmarks
Computational Efficiency
49 papers | 1 benchmarks
Time Series Forecasting
49 papers | 86 benchmarks
Activity Prediction
48 papers | 1 benchmarks
Predictive Process Monitoring
48 papers | 0 benchmarks
EEG
47 papers | 0 benchmarks
Prognosis
46 papers | 0 benchmarks
Time Series Anomaly Detection
46 papers | 8 benchmarks
Stock Prediction
45 papers | 0 benchmarks
Beam Prediction
44 papers | 1 benchmarks
Trajectory Modeling
42 papers | 1 benchmarks
Algorithmic Trading
41 papers | 0 benchmarks
Non-Intrusive Load Monitoring
40 papers | 0 benchmarks
Multivariate Time Series Imputation
39 papers | 9 benchmarks
Pose Estimation
39 papers | 31 benchmarks
Early Classification
36 papers | 1 benchmarks
Fault Diagnosis
36 papers | 0 benchmarks
Electroencephalogram (EEG)
35 papers | 3 benchmarks
Video Style Transfer
35 papers | 0 benchmarks
Univariate Time Series Forecasting
34 papers | 3 benchmarks
Spatio-Temporal Forecasting
33 papers | 0 benchmarks
energy management
31 papers | 0 benchmarks
Intelligent Communication
29 papers | 0 benchmarks
Stock Trend Prediction
29 papers | 1 benchmarks
Data Compression
28 papers | 0 benchmarks
Stock Price Prediction
28 papers | 1 benchmarks
Time Series Generation
28 papers | 0 benchmarks
Change Point Detection
27 papers | 3 benchmarks
Time Series Regression
27 papers | 4 benchmarks
Decoder
26 papers | 0 benchmarks
Irregular Time Series
26 papers | 0 benchmarks
Solar Flare Prediction
26 papers | 0 benchmarks
Time-to-Event Prediction
26 papers | 0 benchmarks
Solar Irradiance Forecasting
22 papers | 1 benchmarks
Time Series Analysis
21 papers | 3 benchmarks
Traffic Data Imputation
21 papers | 2 benchmarks
Prediction
19 papers | 2 benchmarks
Sequential Bayesian Inference
19 papers | 0 benchmarks
Automatic Modulation Recognition
18 papers | 0 benchmarks
Multivariate Time Series Forecasting
18 papers | 17 benchmarks
Eeg Decoding
17 papers | 1 benchmarks
Dynamic Time Warping
15 papers | 0 benchmarks
Time Series Alignment
15 papers | 0 benchmarks
Edge-computing
14 papers | 0 benchmarks
channel selection
13 papers | 0 benchmarks
Time Series Classification
13 papers | 52 benchmarks
PAIR TRADING
12 papers | 2 benchmarks
Traffic Prediction
11 papers | 33 benchmarks
EEG based sleep staging
10 papers | 0 benchmarks
Unsupervised Spatial Clustering
10 papers | 0 benchmarks
Clustering Multivariate Time Series
9 papers | 0 benchmarks
Correlated Time Series Forecasting
9 papers | 4 benchmarks
Time Series Averaging
8 papers | 0 benchmarks
Earth Surface Forecasting
7 papers | 4 benchmarks
Multimodal Association
7 papers | 0 benchmarks
Portfolio Optimization
7 papers | 1 benchmarks
Probabilistic Time Series Forecasting
7 papers | 3 benchmarks
Remaining Useful Lifetime Estimation
7 papers | 2 benchmarks
Social Media Popularity Prediction
7 papers | 1 benchmarks
Time Series Clustering
7 papers | 1 benchmarks
ENF (Electric Network Frequency) Extraction
6 papers | 0 benchmarks
Math Word Problem Solving
6 papers | 13 benchmarks
Semi-supervised time series classification
6 papers | 0 benchmarks
Transferability
6 papers | 1 benchmarks
Transportation Mode Detection
6 papers | 0 benchmarks
Wearable Activity Recognition
6 papers | 0 benchmarks
Climate Projection
5 papers | 0 benchmarks
Exponential degradation
5 papers | 0 benchmarks
Fire Detection
5 papers | 1 benchmarks
New Product Sales Forecasting
5 papers | 2 benchmarks
Non-Adversarial Robustness
5 papers | 0 benchmarks
Sequential skip prediction
5 papers | 1 benchmarks
Tropical Cyclone Intensity Forecasting
5 papers | 0 benchmarks
Battery cycle life prediction
4 papers | 0 benchmarks
Classify murmurs
4 papers | 1 benchmarks
Human Activity Recognition
4 papers | 8 benchmarks
Human Behavior Forecasting
4 papers | 0 benchmarks
Predict clinical outcome
4 papers | 1 benchmarks
Quantum Circuit Generation
4 papers | 0 benchmarks
Synthetic Data Evaluation
4 papers | 1 benchmarks
Time Series Denoising
4 papers | 0 benchmarks
Time Series Streams
4 papers | 0 benchmarks
Attention Score Prediction
3 papers | 1 benchmarks
Chemical Process
3 papers | 0 benchmarks
Classification on Time Series with Missing Data
3 papers | 0 benchmarks
COVID-19 Modelling
3 papers | 1 benchmarks
Human motion prediction
3 papers | 0 benchmarks
Travel Time Estimation
3 papers | 1 benchmarks
Tropical Cyclone Track Forecasting
3 papers | 0 benchmarks
Video Quality Assessment
3 papers | 10 benchmarks
Anomaly Forecasting
2 papers | 0 benchmarks
COVID-19 Tracking
2 papers | 0 benchmarks
ECG based Sleep Staging
2 papers | 0 benchmarks
Li-ion State of Health Estimation
2 papers | 1 benchmarks
Model Predictive Control
2 papers | 0 benchmarks
Noise Level Prediction
2 papers | 1 benchmarks
Robust Traffic Prediction
2 papers | 0 benchmarks
Semanticity prediction
2 papers | 2 benchmarks
Short-observation new product sales forecasting
2 papers | 1 benchmarks
Sleep spindles detection
2 papers | 1 benchmarks
Stock Market Prediction
2 papers | 3 benchmarks
Computing Characateristic Functions
1 papers | 0 benchmarks
Episode Classification
1 papers | 0 benchmarks
GLinear
1 papers | 19 benchmarks
Imputation
1 papers | 4 benchmarks
Lip password classification
1 papers | 1 benchmarks
LWR Classification
1 papers | 1 benchmarks
Moving Point Cloud Processing
1 papers | 0 benchmarks
Numerical Weather Prediction
1 papers | 0 benchmarks
Phonocardiogram Classification
1 papers | 0 benchmarks
Seismic source localization
1 papers | 0 benchmarks
Social Cue Forecasting
1 papers | 0 benchmarks
Sports Activity Recognition
1 papers | 1 benchmarks
Stay Region Extraction
1 papers | 0 benchmarks
Synthetic Outliers Evaluation
1 papers | 3 benchmarks
Topological Risk Measure
1 papers | 0 benchmarks
W-R-L-D Sleep Staging
1 papers | 1 benchmarks
W-R-N Sleep Staging
1 papers | 1 benchmarks