Multivariate Time-series Forecasting on ETT Zero-shot Transfer benchmark leaderboard · SOTA2 Research

Multivariate Time-series Forecasting on ETT Zero-shot Transfer

0.357MSE (h1->h2)TALON

Evaluation Results

Method	Links
TALON2026.06		0.357	0.396	0.76	0.572	0.317	0.368	0.478	0.445	0.58	0.536	0.772	0.582	0.311	0.362	0.554	0.493	0.624	0.546	0.393	0.426	0.279	0.331	0.432	0.434	0.563	0.52	0.356	0.399	0.452	0.448	0.457	0.456	9
AutoTimes2026.06		0.36	0.399	0.815	0.572	0.343	0.383	0.506	0.451	0.741	0.608	1.067	0.655	0.328	0.377	0.712	0.547	0.605	0.531	0.412	0.433	0.29	0.334	0.436	0.433	0.688	0.568	0.38	0.418	0.49	0.452	0.519	0.479	0
InA-Probe2026.06		0.361	0.395	0.477	0.448	0.279	0.331	0.372	0.391	0.497	0.483	0.55	0.477	0.281	0.334	0.443	0.431	0.487	0.473	0.393	0.417	0.264	0.318	0.383	0.402	0.551	0.52	0.371	0.401	0.475	0.45	0.466	0.457	25
Timer_XL2026.06		0.373	0.408	0.82	0.591	0.343	0.383	0.512	0.461	0.583	0.542	0.852	0.625	0.34	0.377	0.592	0.515	0.733	0.596	0.405	0.433	0.301	0.344	0.48	0.458	0.588	0.53	0.368	0.408	0.525	0.473	0.494	0.47	0