Time Series Forecasting on Time Series Inference Benchmark Input 2048, Output 96 (test)
0.009Inference Time (s)TTM-Advanced
Evaluation Results
| Method | Links | |
|---|---|---|
| TTM-AdvancedInput length=1536, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.009 | |
| Timer-XLInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.014 | |
| ChronosBolt-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.055 | |
| KAIROS-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.061 | |
| Moirai-LargeInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.07 | |
| Sundial-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.099 | |
| Time-MoE-LargeInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.148 | |
| TimesFM-2.0Input length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 0.202 | |
| Chronos-LargeInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 4.901 | |
| Toto-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.09 | 13.717 |