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Time Series Forecasting on Time Series Inference Benchmark Input 2048, Output 96 (test)

0.009Inference Time (s)TTM-Advanced
-0.539323.161846.86310.56416Sep 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TTM-AdvancedInput length=1536, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.009
Timer-XLInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.014
ChronosBolt-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.055
KAIROS-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.061
Moirai-LargeInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.07
Sundial-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.099
Time-MoE-LargeInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.148
TimesFM-2.0Input length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.090.202
Chronos-LargeInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.094.901
Toto-BaseInput length=2048, Output length=96, Hardware=NVIDIA TITAN RTX, Batch size=12025.0913.717