← Traffic Prediction

Papers with Code · CC BY-SA 4.0

PeMS08

아카이브 평가 13건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
DTRformer	MAE@1h 13.17	Dynamic Trend Fusion Module for Traffic Flow Prediction 2025-01-18	코드 1
HTVGNN	MAE@1h 13.24	A novel hybrid time-varying graph neural network for traffic flow forecasting 2024-01-17	연결 없음
PM-DMNet(R)	MAE@1h 13.40	Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction 2024-08-12	코드 1
STWave	MAE@1h 13.42	When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks 2023-07-26	코드 1
STAEformer	MAE@1h 13.46	STAEformer: Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting 2023-08-21	코드 1
Cy2Mixer	MAE@1h 13.53	Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing Blocks 2024-01-29	코드 1
PM-DMNet(P)	MAE@1h 13.55	Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction 2024-08-12	코드 1
PDFormer	MAE@1h 13.58	PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction 2023-01-19	코드 1
PDG2Seq	MAE@1h 13.60	PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow Prediction 2024-12-05	코드 1
FasterSTS	MAE@1h 13.60	FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting 2025-01-01	코드 1
CorrSTN	MAE@1h 14.27	A Correlation Information-based Spatiotemporal Network for Traffic Flow Forecasting 2022-05-20	코드 1 · 코드 2
DDGCRN	MAE@1h 14.40	A Decomposition Dynamic graph convolutional recurrent network for traffic forecasting 2023-05-01	코드 1
LightCTS	FLOPs(M) 70 Parameters(K) 177 MAE 14.63 RMSE 0.2349 MAPE 9.43%	LightCTS: A Lightweight Framework for Correlated Time Series Forecasting 2023-02-23	코드 1