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Forecasting on ETT1 (test)

0.412CMSE

TimeFilter

Updated 4d ago

Evaluation Results

Method	Links
TimeFilter 2025.06		0.412	0.418
CTF 2025.06		0.415	0.424
TimeFilter 2025.06		0.433	0.438
CTF 2025.06		0.434	0.438
PatchTST 2025.06		0.439	0.438
TimeXer 2025.06		0.44	0.441
DUET 2025.06		0.445	0.442
CrossGNN 2025.06		0.448	0.434
TimeMixer++ 2025.06		0.449	0.448
DLinear 2025.06		0.453	0.442
CTF 2025.06		0.453	0.451
iTrans. 2025.06		0.455	0.449
TimeFilter 2025.06		0.455	0.453
PatchTST 2025.06		0.465	0.458
TimeXer 2025.06		0.466	0.461
CrossGNN 2025.06		0.471	0.452
CTF 2025.06		0.471	0.463
TimeMixer++ 2025.06		0.474	0.469
TimeFilter 2025.06		0.474	0.466
DUET 2025.06		0.475	0.465
iTrans. 2025.06		0.477	0.467
DLinear 2025.06		0.483	0.465
TimesNet 2025.06		0.49	0.468
PatchTST 2025.06		0.491	0.478
CTF 2025.06		0.493	0.477
TimeXer 2025.06		0.495	0.481
CrossGNN 2025.06		0.495	0.47
TimeFilter 2025.06		0.498	0.484
TimeMixer++ 2025.06		0.499	0.486
iTrans. 2025.06		0.5	0.483
DUET 2025.06		0.506	0.489
TimesNet 2025.06		0.508	0.486
DLinear 2025.06		0.514	0.486
PatchTST 2025.06		0.517	0.497
CrossGNN 2025.06		0.52	0.487
TimeMixer++ 2025.06		0.522	0.503
iTrans. 2025.06		0.523	0.499
TimeXer 2025.06		0.526	0.502
TimesNet 2025.06		0.527	0.502
DLinear 2025.06		0.544	0.506
TimeMixer++ 2025.06		0.546	0.518
PatchTST 2025.06		0.547	0.518
iTrans. 2025.06		0.548	0.515
CrossGNN 2025.06		0.549	0.506
TimesNet 2025.06		0.55	0.519
TimeXer 2025.06		0.563	0.526
DUET 2025.06		0.572	0.53
TimesNet 2025.06		0.576	0.536
DLinear 2025.06		0.577	0.526
DUET 2025.06		0.595	0.545