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ResearchFormerly WizWand

Time Series Forecasting on Monash Weather H=30 (test)

1.941MAEChronos + TDA + Sheaf
1.924882.033692.14252.25131May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Chronos + TDA + SheafBackbone=Chronos 2.0, Model=TopoPrimer2026.051.94127.773
TimesFM + TDA + SheafBackbone=TimesFM 2.5, Model=TopoPrimer2026.051.97427.875
Transformer + TDA + SheafBackbone=Transformer, Model=TopoPrimer2026.052.00425.143
Chronos Vanilla AdapterBackbone=Chronos 2.0, Mode=Vanilla Adapter2026.052.01528.487
Chronos + TDABackbone=Chronos 2.0, Topological Component=TDA2026.052.03128.381
TimesFM Zero-ShotBackbone=TimesFM 2.5, Mode=Zero-Shot2026.052.03228.032
TimesFM Vanilla AdapterBackbone=TimesFM 2.5, Mode=Vanilla Adapter2026.052.03828.173
TimesFM + TDABackbone=TimesFM 2.5, Topological Component=TDA2026.052.06728.212
Transformer + TDABackbone=Transformer, Topological Component=TDA2026.052.1726.182
TransformerBackbone=Transformer2026.052.17525.935
Chronos Zero-ShotBackbone=Chronos 2.0, Mode=Zero-Shot2026.052.34429.776