Papers with Code 아카이브

GLinear

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법 전체 데이터셋

하위 태스크: 0
평가표: 19
보존된 평가 기록: 19

It is a simpler model; it is not made up of any complex components, functions or blocks (like self-attention schemes, positional encoding blocks, etc.). It integrates two components: (1) a non-linear GeLU-based transformation layer to capture intricate patterns, and (2) Reversible Instance Normalization (RevIN).

Due to its simple architecture, training of this model is very fast as compared to other transformer based predictors.
This proposed model provides comparable performance to other state-of-the-art predictors.

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

Electricity

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Electricity (192)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Electricity (336)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Electricity (96)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

ETTh1 (192)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

ETTh1 (24)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

ETTh1 (24) Multivariate

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

ETTh1 (336)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

ETTh1 (48)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

ETTh1 (720) Multivariate

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

ETTh1 (96)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Traffic

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Traffic (192)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Traffic (336)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Traffic (720)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Traffic (96)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Weather

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Weather (192)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

Weather (720)

원본 태스크: Time Series Analysis / Time Series Forecasting / Multivariate Time Series Forecasting / GLinear

평가 기록 1건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.