Time Series Forecasting on BE benchmark leaderboard · SOTA2 Research

Time Series Forecasting on BE

0.323MSEGCGNet

Evaluation Results

Method	Links
GCGNet2026.03		0.323	0.227
CrossLinear2026.03		0.383	0.251
TimeXer2026.03		0.392	0.253
xPatch2026.03		0.411	0.256
GCGNet2026.03		0.423	0.287
TFT2026.03		0.426	0.272
TiDE2026.03		0.426	0.285
DUET2026.03		0.432	0.272
TimeKAN2026.03		0.451	0.319
TimeXer2026.03		0.452	0.29
PatchTST2026.03		0.452	0.326
TFT2026.03		0.454	0.291
GCGNet2026.03		0.458	0.301
Amplifier2026.03		0.471	0.339
DUET2026.03		0.473	0.305
CrossLinear2026.03		0.474	0.33
TimeXer2026.03		0.477	0.301
CrossLinear2026.03		0.477	0.3
TFT2026.03		0.482	0.31
xPatch2026.03		0.483	0.302
PatchTST2026.03		0.485	0.309
TimeKAN2026.03		0.488	0.315
xPatch2026.03		0.495	0.333
TiDE2026.03		0.498	0.325
Amplifier2026.03		0.502	0.325
TimeXer2026.03		0.512	0.327
DUET2026.03		0.515	0.354
GCGNet2026.03		0.524	0.347
TiDE2026.03		0.547	0.348
TimeKAN2026.03		0.548	0.407
Amplifier2026.03		0.559	0.413
TFT2026.03		0.563	0.354
CrossLinear2026.03		0.564	0.408
TiDE2026.03		0.571	0.364
PatchTST2026.03		0.577	0.432
xPatch2026.03		0.579	0.41
DUET2026.03		0.597	0.436
TimeKAN2026.03		0.645	0.495
Amplifier2026.03		0.646	0.487
PatchTST2026.03		0.702	0.538