Multivariate long-term forecasting

Benchmarks

Dataset Name	SOTA Method	Metric
ETTh1	MixLinear	MSE0.351	394	18d ago
Electricity	D-PAD	MSE0.128	236	18d ago
Traffic	TiDE	MSE0.336	165	18d ago
ETTm1 (test)	PatchTST	MSE0.166	138	18d ago
ETTh1 (test)	HiMTM	MSE0.358	125	18d ago
ETTh2 (test)	MoHETS	MSE0.278	124	18d ago
ETTh1 T=720 (test)	MoHETS	MSE0.35	51	1mo ago
ETTh1 T=96 (test)	SEG-MOE	MSE0.343	48	1mo ago
ECL	SEED	MSE0.156	43	29d ago
ETTm1 T=96 (test)	GridTST	MSE0.279	39	1mo ago
ETTh1 T=192 (test)	MoHETS	MSE0.376	37	1mo ago
ETTm1 v1 (test)		MSE0.316	28	1mo ago
Electricity T=96 (test)	GridTST	MSE0.123	23	1mo ago
Weather v1 (test)		MSE0.161	19	1mo ago
Exchange v1 (test)	PaiFilter	MSE0.083	19	1mo ago
ETTh2 v1 (test)	PaiFilter	MSE0.292	18	1mo ago
ETTh1 v1 (test)	PaiFilter	MSE0.375	18	1mo ago
ETTm2 v1 (test)	PaiFilter	MSE0.174	18	1mo ago
Illness v1 (test)	STELLA	MSE1.819	15	1mo ago
ETTm1 T=720 (test)	GridTST	MSE0.417	15	1mo ago
ETTm1 T=336 (test)	GridTST	MSE0.36	15	1mo ago
ETTm1 T=192 (test)	GridTST	MSE0.327	15	1mo ago
ETTh1 T=336 (test)	GridTST	MSE0.436	15	1mo ago
Electricity T=720 (test)	GridTST	MSE0.186	15	1mo ago
Electricity T=336 (test)	GridTST	MSE0.158	15	1mo ago

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