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Long-term forecasting on 9 datasets average

0.445MSE

TPS

Updated 5d ago

Evaluation Results

Method
TPS 2026.04	0.445	0.388
TPS 2026.04	0.447	0.394
Wave-Mask/Mix 2026.04	0.458	0.398
wDBA 2026.04	0.459	0.396
MBB 2026.04	0.459	0.395
FreqAdd 2026.04	0.459	0.402
None 2026.04	0.461	0.403
wDBA 2026.04	0.462	0.403
RobustTAD-m/p 2026.04	0.462	0.401
Freq-Mask/Mix 2026.04	0.462	0.4
Wave-Mask/Mix 2026.04	0.463	0.403
RobustTAD-m/p 2026.04	0.464	0.404
MBB 2026.04	0.467	0.405
FreqAdd 2026.04	0.467	0.4
None 2026.04	0.468	0.399
Upsample 2026.04	0.468	0.399
Freq-Mask/Mix 2026.04	0.468	0.405
Dominant Shuffle 2026.04	0.469	0.402
TPS 2026.04	0.47	0.401
Dominant Shuffle 2026.04	0.471	0.407
FreqPool 2026.04	0.473	0.408
FreqPool 2026.04	0.476	0.403
Upsample 2026.04	0.477	0.41
Wave-Mask/Mix 2026.04	0.48	0.407
FreqAdd 2026.04	0.481	0.408
None 2026.04	0.483	0.409
RobustTAD-m/p 2026.04	0.485	0.409
Freq-Mask/Mix 2026.04	0.492	0.412
Dominant Shuffle 2026.04	0.493	0.411
TPS 2026.04	0.493	0.41
wDBA 2026.04	0.495	0.417
MBB 2026.04	0.495	0.416
FreqPool 2026.04	0.499	0.419
Upsample 2026.04	0.516	0.423
FreqPool 2026.04	0.533	0.437
Upsample 2026.04	0.535	0.44
wDBA 2026.04	0.536	0.433
STAug 2026.04	0.54	0.451
Freq-Mask/Mix 2026.04	0.54	0.432
RobustTAD-m/p 2026.04	0.541	0.436
MBB 2026.04	0.544	0.439
Wave-Mask/Mix 2026.04	0.545	0.436
Dominant Shuffle 2026.04	0.545	0.433
TPS 2026.04	0.545	0.438
None 2026.04	0.548	0.439
STAug 2026.04	0.548	0.453
FreqAdd 2026.04	0.556	0.443
Upsample 2026.04	0.609	0.464
FreqPool 2026.04	0.624	0.471
STAug 2026.04	0.63	0.497
Dominant Shuffle 2026.04	0.634	0.472
Freq-Mask/Mix 2026.04	0.636	0.475
wDBA 2026.04	0.638	0.477
Wave-Mask/Mix 2026.04	0.643	0.478
FreqAdd 2026.04	0.645	0.481
None 2026.04	0.649	0.482
MBB 2026.04	0.651	0.484
RobustTAD-m/p 2026.04	0.651	0.481
STAug 2026.04	0.733	0.538
STAug 2026.04	0.855	0.583