Time Series Forecasting on GIFT-Eval
0.693MASEZEUS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ZEUSEvaluation Protocol=Zero-Shot2026.07 | 0.693 | 0.48 | |
| Chronos-2Evaluation Protocol=Zero-Shot2026.07 | 0.698 | 0.485 | |
| FlowState-18.6M#Params=18.6M, Zero-shot=true, Context length=4k2025.08 | 0.701 | 0.487 | |
| XiheuEvaluation Protocol=Zero-Shot2026.07 | 0.701 | 0.488 | |
| FlowState-10.6M#Params=10.6M, Zero-shot=true, Context length=4k2025.08 | 0.704 | 0.49 | |
| TimesFM-2.5#Params=200M, Zero-shot=true2025.08 | 0.705 | 0.49 | |
| TimesFM2.5Evaluation Protocol=Zero-Shot2026.07 | 0.705 | 0.49 | |
| FlowState-3M#Params=3M, Zero-shot=true, Context length=4k2025.08 | 0.712 | 0.496 | |
| TiRex#Params=35M, Zero-shot=true2025.08 | 0.716 | 0.488 | |
| TiRexEvaluation Protocol=Zero-Shot2026.07 | 0.716 | 0.488 | |
| Chronos-2-Synth#Params=120M, Zero-shot=true2025.08 | 0.72 | 0.496 | |
| FlowStateEvaluation Protocol=Zero-Shot2026.07 | 0.726 | 0.502 | |
| Moirai2Evaluation Protocol=Zero-Shot2026.07 | 0.728 | 0.516 | |
| KAIROSbType=TSFMs (Zero-Shot), #Params=53M2025.09 | 0.738 | 0.548 | |
| Kairos-50M#Params=50M, Zero-shot=true2025.08 | 0.742 | 0.548 | |
| KairosbEvaluation Protocol=Zero-Shot2026.07 | 0.742 | 0.548 | |
| KAIROSsType=TSFMs (Zero-Shot), #Params=23M2025.09 | 0.748 | 0.554 | |
| Kairos-23M#Params=23M, Zero-shot=true2025.08 | 0.748 | 0.554 | |
| TotoType=TSFMs (Zero-Shot), #Params=151M2025.09 | 0.75 | 0.517 | |
| SundialType=TSFMs (Zero-Shot), #Params=128M2025.09 | 0.75 | 0.559 | |
| Sundial-Base#Params=128M, Zero-shot=true2025.08 | 0.75 | 0.559 | |
| Toto-Open-Base-1.0#Params=151M, Zero-shot=true2025.08 | 0.75 | 0.517 | |
| TotoEvaluation Protocol=Zero-Shot2026.07 | 0.75 | 0.517 | |
| SundialEvaluation Protocol=Zero-Shot2026.07 | 0.75 | 0.559 | |
| TimesFMType=TSFMs (TestData Leakage), #Params=500M2025.09 | 0.758 | 0.55 | |
| YingLongType=TSFMs (Zero-Shot), #Params=300M2025.09 | 0.798 | 0.548 | |
| Chronos BoltType=TSFMs (TestData Leakage), #Params=205M2025.09 | 0.808 | 0.574 | |
| PatchTSTType=DL (Full-Shot), #Params=-2025.09 | 0.849 | 0.587 | |
| PatchTSTEvaluation Protocol=Supervised2026.07 | 0.849 | 0.587 | |
| VisionTSType=TSFMs (Zero-Shot), #Params=112M2025.09 | 0.863 | 0.755 | |
| ChronosType=TSFMs (TestData Leakage), #Params=709M2025.09 | 0.87 | 0.574 | |
| MoiraiType=TSFMs (Zero-Shot), #Params=311M2025.09 | 0.875 | 0.599 | |
| Seasonal NaïveType=Statistical, #Params=-2025.09 | 1 | 1 | |
| Seasonal NaiveEvaluation Protocol=Statistical2026.07 | 1 | 1 | |
| TTMType=TSFMs (TestData Leakage), #Params=5M2025.09 | 1.02 | 0.873 | |
| DLinearType=DL (Full-Shot), #Params=-2025.09 | 1.061 | 0.846 | |
| DLinearEvaluation Protocol=Supervised2026.07 | 1.061 | 0.846 |