Time Series Forecasting on LTSF TSLib (test) benchmark leaderboard · SOTA2 Research

Time Series Forecasting on LTSF TSLib (test)

0.404ETTh1 ErrorReverso

Evaluation Results

Method	Links
Reverso2026.02		0.404	0.365	0.367	0.304	0.238	0.253	0.322
Reverso-Small2026.02		0.404	0.37	0.376	0.309	0.241	0.252	0.325
Chronos2-120M2026.02		0.405	0.367	0.359	0.291	0.237	0.245	0.317
YingLong-300M2026.02		0.407	0.37	0.358	0.296	0.237	0.245	0.319
YingLong-110M2026.02		0.408	0.366	0.356	0.296	0.237	0.255	0.32
YingLong-50M2026.02		0.408	0.37	0.366	0.298	0.237	0.257	0.323
YingLong-6M2026.02		0.412	0.382	0.368	0.302	0.237	0.268	0.328
VisionTS2026.02		0.414	0.375	0.372	0.321	0.237	0.292	0.335
Super-Linear2026.02		0.415	0.386	0.388	0.325	0.267	0.275	0.343
Reverso-Nano2026.02		0.416	0.384	0.382	0.311	0.249	0.257	0.333
TiRex-30M2026.02		0.417	0.362	0.365	0.302	0.24	0.247	0.322
Timer-XL2026.02		0.417	0.388	0.392	0.336	0.268	0.294	0.349
Sundial-S2026.02		0.418	0.387	0.388	0.324	0.265	0.271	0.342
Sundial-L2026.02		0.419	0.387	0.369	0.315	0.262	0.275	0.338
Moirai-B2026.02		0.419	0.382	0.385	0.337	0.275	0.282	0.347
Time-MoE-L2026.02		0.42	0.415	0.406	0.361	0.237	0.3	0.356
Time-MoE-B2026.02		0.424	0.404	0.415	0.365	0.237	0.297	0.357
PatchTST2026.02		0.431	0.379	0.381	0.315	0.237	0.264	0.334
Sundial-B2026.02		0.434	0.387	0.377	0.32	0.265	0.27	0.342
TimesFM2026.02		0.444	0.406	0.419	0.347	0.237	0.222	0.346
Chronos-B2026.02		0.468	0.41	0.5	0.35	0.279	0.315	0.387