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ResearchFormerly WizWand

Time Series Forecasting on ETTh2 (MASE)

1.01MASENatSRstable
0.926121.492312.05852.62469Nov 28, 2025Dec 13, 2025Dec 29, 2025Jan 14, 2026Jan 30, 2026Feb 15, 2026Mar 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NatSRstablePred. Len=12026.011.01
OneNetMAEPred. Len=12026.011.06
DER++Pred. Len=12026.011.08
NatSRfastPred. Len=12026.011.08
ERPred. Len=12026.011.09
FSNETMAEPred. Len=12026.011.1
FSNETPred. Len=12026.011.11
OneNetPred. Len=12026.011.12
OGDPred. Len=12026.011.14
interPDNForecast Horizon=962025.111.225
NatSRstablePred. Len=242026.011.23
xPatchForecast Horizon=962025.111.286
FSNETPred. Len=242026.011.36
FSNETMAEPred. Len=242026.011.37
interPDNForecast Horizon=1922025.111.379
BaseBackbone=Chronos Bolt, Fine-tuning=Disabled, Evaluation Protocol=Zero-shot forecasting2026.031.383
PolyBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.386
MixFTBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.387
SharedBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.388
NatSRstablePred. Len=482026.011.39
MBCBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.39
mu-DatasetsBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.414
xPatchForecast Horizon=1922025.111.427
Arrow DatasetsBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.431
PatchTSTForecast Horizon=962025.111.451
MixFTBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.474
SharedBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.475
FSNETMAEPred. Len=482026.011.48
MBCBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.483
PolyBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.485
FSNETPred. Len=482026.011.49
BaseBackbone=Moirai-1.1-R, Fine-tuning=Disabled, Evaluation Protocol=Zero-shot forecasting2026.031.498
PatchTSTForecast Horizon=1922025.111.499
interPDNForecast Horizon=avg2025.111.516
OneNetPred. Len=242026.011.52
OneNetPred. Len=482026.011.54
Arrow DatasetsBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.546
OneNetMAEPred. Len=242026.011.56
PatchTSTForecast Horizon=3362025.111.577
interPDNForecast Horizon=3362025.111.578
mu-DatasetsBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.031.586
xPatchForecast Horizon=avg2025.111.592
ERPred. Len=242026.011.6
DER++Pred. Len=242026.011.6
DER++Pred. Len=482026.011.61
OneNetMAEPred. Len=482026.011.61
PatchTSTForecast Horizon=avg2025.111.611
ERPred. Len=482026.011.62
OGDPred. Len=482026.011.63
xPatchForecast Horizon=3362025.111.636
NatSRfastPred. Len=242026.011.64
NatSRfastPred. Len=482026.011.64
OGDPred. Len=242026.011.65
TimesNetForecast Horizon=962025.111.829
interPDNForecast Horizon=7202025.111.88
PatchTSTForecast Horizon=7202025.111.917
TimesNetForecast Horizon=1922025.111.938
xPatchForecast Horizon=7202025.112.018
TimesNetForecast Horizon=3362025.112.138
TimesNetForecast Horizon=avg2025.112.14
iTransformerForecast Horizon=1922025.112.246
iTransformerForecast Horizon=962025.112.331
iTransformerForecast Horizon=avg2025.112.617
TimesNetForecast Horizon=7202025.112.653
iTransformerForecast Horizon=3362025.112.784
iTransformerForecast Horizon=7202025.113.107