Long-term forecasting on 9 datasets average

0.445MSETPS

Evaluation Results

Method
TPS2026.04	0.445	0.388
TPS2026.04	0.447	0.394
Wave-Mask/Mix2026.04	0.458	0.398
wDBA2026.04	0.459	0.396
MBB2026.04	0.459	0.395
FreqAdd2026.04	0.459	0.402
None2026.04	0.461	0.403
wDBA2026.04	0.462	0.403
RobustTAD-m/p2026.04	0.462	0.401
Freq-Mask/Mix2026.04	0.462	0.4
Wave-Mask/Mix2026.04	0.463	0.403
RobustTAD-m/p2026.04	0.464	0.404
MBB2026.04	0.467	0.405
FreqAdd2026.04	0.467	0.4
None2026.04	0.468	0.399
Upsample2026.04	0.468	0.399
Freq-Mask/Mix2026.04	0.468	0.405
Dominant Shuffle2026.04	0.469	0.402
TPS2026.04	0.47	0.401
Dominant Shuffle2026.04	0.471	0.407
FreqPool2026.04	0.473	0.408
FreqPool2026.04	0.476	0.403
Upsample2026.04	0.477	0.41
Wave-Mask/Mix2026.04	0.48	0.407
FreqAdd2026.04	0.481	0.408
None2026.04	0.483	0.409
RobustTAD-m/p2026.04	0.485	0.409
Freq-Mask/Mix2026.04	0.492	0.412
Dominant Shuffle2026.04	0.493	0.411
TPS2026.04	0.493	0.41
wDBA2026.04	0.495	0.417
MBB2026.04	0.495	0.416
FreqPool2026.04	0.499	0.419
Upsample2026.04	0.516	0.423
FreqPool2026.04	0.533	0.437
Upsample2026.04	0.535	0.44
wDBA2026.04	0.536	0.433
STAug2026.04	0.54	0.451
Freq-Mask/Mix2026.04	0.54	0.432
RobustTAD-m/p2026.04	0.541	0.436
MBB2026.04	0.544	0.439
Wave-Mask/Mix2026.04	0.545	0.436
Dominant Shuffle2026.04	0.545	0.433
TPS2026.04	0.545	0.438
None2026.04	0.548	0.439
STAug2026.04	0.548	0.453
FreqAdd2026.04	0.556	0.443
Upsample2026.04	0.609	0.464
FreqPool2026.04	0.624	0.471
STAug2026.04	0.63	0.497
Dominant Shuffle2026.04	0.634	0.472
Freq-Mask/Mix2026.04	0.636	0.475
wDBA2026.04	0.638	0.477
Wave-Mask/Mix2026.04	0.643	0.478
FreqAdd2026.04	0.645	0.481
None2026.04	0.649	0.482
MBB2026.04	0.651	0.484
RobustTAD-m/p2026.04	0.651	0.481
STAug2026.04	0.733	0.538
STAug2026.04	0.855	0.583