Skip to content

Conversation

loama
Copy link
Collaborator

@loama loama commented Oct 10, 2025

No description provided.

@loama loama self-assigned this Oct 10, 2025
Copy link

Changes made by this pull request:

timegpt-docs/docs.json
[Error processing diff]

Copy link
Contributor

Experiment Results

Experiment 1: air-passengers

Description:

variable experiment
h 12
season_length 12
freq MS
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 12.6793 11.0623 47.8333 76
mape 0.027 0.0232 0.0999 0.1425
mse 213.936 199.132 2571.33 10604.2
total_time 10.2938 1.9744 0.0045 0.0034

Plot:

Experiment 2: air-passengers

Description:

variable experiment
h 24
season_length 12
freq MS
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 58.1031 58.4587 71.25 115.25
mape 0.1257 0.1267 0.1552 0.2358
mse 4040.21 4110.79 5928.17 18859.2
total_time 1.0128 1.0156 0.0038 0.0033

Plot:

Experiment 3: electricity-multiple-series

Description:

variable experiment
h 24
season_length 24
freq H
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 178.293 268.13 269.23 1331.02
mape 0.0234 0.0311 0.0304 0.1692
mse 121586 219485 213677 4.68961e+06
total_time 1.2605 2.5022 0.0046 0.0042

Plot:

Experiment 4: electricity-multiple-series

Description:

variable experiment
h 168
season_length 24
freq H
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 465.496 346.976 398.956 1119.26
mape 0.062 0.0436 0.0512 0.1583
mse 835064 403762 656723 3.17316e+06
total_time 1.8417 1.455 0.005 0.0045

Plot:

Experiment 5: electricity-multiple-series

Description:

variable experiment
h 336
season_length 24
freq H
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 558.684 459.764 602.926 1340.95
mape 0.0697 0.0565 0.0787 0.17
mse 1.2272e+06 739132 1.61572e+06 6.04619e+06
total_time 0.8499 1.8813 0.0051 0.0045

Plot:

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant