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Long-term forecasting on Traffic (MSE, MAE)

0.396MSE

DUET

Updated 7d ago

Evaluation Results

Method	Links
DUET 2026.05		0.396	0.256
DUET 2026.05		0.396	0.256
RAFT 2026.05		0.401	0.281
RAFT 2026.05		0.401	0.281
TSCOMP 2026.05		0.405	0.271
TSCOMP 2026.05		0.405	0.271
TSCOMP 2026.05		0.405	0.271
TimeFilter 2026.05		0.407	0.268
SOFTS 2026.05		0.409	0.267
GPT4TS 2026.05		0.414	0.294
Moment 2026.05		0.414	0.289
iTransformer 2026.05		0.422	0.282
iTransformer 2026.05		0.422	0.282
iTransformer 2026.05		0.428	0.282
MS-FLOW 2026.05		0.44	0.258
MS-FLOW 2026.05		0.44	0.258
TimeXer 2026.05		0.447	0.295
OLinear 2026.05		0.448	0.247
OLinear 2026.05		0.448	0.247
DUET 2026.05		0.451	0.268
TimeEmb 2026.05		0.454	0.293
TimeMosaic 2026.05		0.458	0.283
Leddam 2026.05		0.467	0.294
TimeXer 2026.05		0.467	0.288
TimeXer 2026.05		0.467	0.288
TimeFuse 2026.05		0.471	0.296
TimesNet 2026.05		0.485	0.297
TimeFuse 2026.05		0.501	0.306
TimeMixer 2026.05		0.502	0.307
TimeMixer 2026.05		0.502	0.307
PAttn 2026.05		0.513	0.328
PAttn 2026.05		0.513	0.328
xPatch 2026.05		0.52	0.335
Crossformer 2026.05		0.55	0.304
PatchTST 2026.05		0.555	0.361
AutoGluon 2026.05		0.555	0.325
DLinear 2026.05		0.625	0.383
Timer 2026.05		0.644	0.4
AutoTS 2026.05		0.739	0.311