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Reproduce results from MOIRAI-MoE paper Table 2 #186

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kaushikb258 opened this issue Feb 15, 2025 · 0 comments
Open

Reproduce results from MOIRAI-MoE paper Table 2 #186

kaushikb258 opened this issue Feb 15, 2025 · 0 comments

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@kaushikb258
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Hello, I am trying to reproduce the results from Table 2 of the MOIRAI-MoE paper for ETTh1 & ETTh2.

This is my eval command line code using MOIRAI-S:

python -m cli.eval
run_name=lsf_eval
model=moirai_1.0_R_small
model.patch_size=32
model.context_length=512
data=lsf_test
data.dataset_name=ETTh1
data.mode=M
data.prediction_length=96

As in Table 2 of the paper, I am interested in CRPS and MASE metrics. However, with the above entries for context length, patch_size, etc. I get:
mean_weighted_sum_quantile_loss = 0.417 and MASE[0.5] = 0.95643 for ETTh1. However, the values reported in the paper are 0.275 and 1.701 for MOIRAI-S.

Could you please suggest how to reproduce the exact results from Table 2 of the MOIRAI-MoE paper? Also, could you confirm if MASE[0.5] is the same as the MASE reported in Table 2 of the paper?

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