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Traffic Prediction datasets

archive 2025-07-28

20 datasets carry the task tag "Traffic Prediction" (the task itself: Traffic Prediction), ordered by the archive's paper count. Page 1 of 1: 20 shown of 20. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Traffic Prediction datasets 1–20 of 20

PeMSD8

This dataset contains the traffic data in San Bernardino from July to August in 2016, with 170 detectors on 8 roads with a time interval of 5 minutes.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

44 papers · 1 benchmark

PeMS04

PeMS04 is a traffic forecasting benchmark.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Fine-Grained Urban Flow Inference Correlated Time Series Forecasting

37 papers · 2 benchmarks

METR-LA

METR-LA is a dataset for traffic prediction.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Multivariate Time Series Imputation Correlated Time Series Forecasting

36 papers · 3 benchmarks

PEMS-BAY

PEMS-BAY is a dataset for traffic prediction.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

34 papers · 2 benchmarks

PeMSD7

PeMSD7 is traffic data in District 7 of California consisting of the traffic speed of 228 sensors while the period is from May to June in 2012 (only weekdays) with a time interval of 5 minutes.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

26 papers · 2 benchmarks

LargeST (LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting)

In this work, we propose LargeST as a new benchmark dataset (see Figure 1), with the goal of facilitating the development of accurate and efficient methods in the context of large-scale traffic forecasting.

Time series Traffic Prediction

25 papers · 1 benchmark

PeMS07

PeMS07 is a traffic forecasting benchmark.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Correlated Time Series Forecasting

25 papers · 1 benchmark

PeMSD4

The dataset refers to the traffic speed data in San Francisco Bay Area, containing 307 sensors on 29 roads.

Traffic Prediction

20 papers · 1 benchmark

PeMS08

PeMS08 is a traffic forecasting dataset.

Traffic Prediction

17 papers · 1 benchmark

NYCTaxi

Taxi flow data of New York City with grid 20x10.

Traffic Prediction

12 papers · 1 benchmark

EXPY-TKY (Expressway-Tokyo)

EXPY-TKY contains the traffic speed information and the corresponding traffic incident information in 10-minute interval for 1843 expressway road links in Tokyo over three months (2021/10∼2021/12).

Time series Traffic Prediction

9 papers · 1 benchmark

Q-Traffic

Q-Traffic is a large-scale traffic prediction dataset, which consists of three sub-datasets: query sub-dataset, traffic speed sub-dataset and road network sub-dataset.

Traffic Prediction

6 papers · 1 benchmark

NYCBike1

Bike flow data of New York City with grid 16x8.

Traffic Prediction

4 papers · 1 benchmark

NYCBike2

Bike flow data of New York City.

Traffic Prediction

4 papers · 1 benchmark

SZ-Taxi (Shenzhen Taxi Speed)

Taxi speed data in 15min interval from 156 sensors on major roads of Luohu District in Shenzhen, China, from Jan.

Traffic Prediction

4 papers · 1 benchmark

Beijing Traffic

The Beijing Traffic Dataset collects traffic speeds at 5-minute granularity for 3126 roadway segments in Beijing between 2022/05/12 and 2022/07/25.

Time series Time Series Forecasting Multivariate Time Series Forecasting Traffic Prediction Time Series Prediction Spatio-Temporal Forecasting

1 paper · 1 benchmark

Equilibrium-Traffic-Networks

This repository contains three graph datasets for the UE traffic assignment problem on Sioux-Falls, Eastern-Massachusetts and Anaheim networks in both dgl and pyg formats.

Graphs Traffic Prediction Equilibrium traffic assignment

1 paper · 0 benchmarks

GRD-TRT-BUF-4I Technical Validation Data

This is the static test data from the study "Global Geolocated Realtime Data of Interfleet Urban Transit Bus Iding" collected by GRD-TRT-BUF-4I.

Tabular Traffic Prediction

1 paper · 0 benchmarks

VLUC (Video-Like Urban Computing)

VLUC (Video-Like Urban Computing) is a benchmark for video-like computing on citywide traffic density and crowd prediction.

Time series Traffic Prediction

1 paper · 0 benchmarks

CTV-Dataset (Cyclist Top-View Dataset)

The CTV-Dataset (CTV stands for Cyclist Top-View) is a trajectories dataset for cyclist behaviour in mixed-traffic environments (aka.

Videos Texts Traffic Prediction

0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.

Traffic Prediction datasets

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Traffic Prediction datasets 1–20 of 20